Topic: COVID-19 New cases visualisation dashboard: Shiny app

1 NEW FINAL JOIN CODE BY MAXIM

##########################
# THIS IS THE FINAL JOIN #
#######################################################################
# use covid_joined for your work and filter it to country if you need #
#######################################################################

covid = read.csv("owid-covid-data.csv")
sp500 = read.csv("SPY Historical Data.csv", fileEncoding = 'UTF-8-BOM') # This is for US
TOPIX = read.csv("TOPIX Historical Data.csv", fileEncoding = 'UTF-8-BOM') # This is for Japan
ASX200 = read.csv("S&P_ASX 200 Historical Data.csv", fileEncoding = 'UTF-8-BOM') # This is for Australia
NSEI = read.csv("Nifty 50 Historical Data.csv", fileEncoding = 'UTF-8-BOM') # This is for India
SSEC = read.csv("Shanghai Composite Historical Data.csv", fileEncoding = 'UTF-8-BOM') # this is for China

covid2 <- covid %>% drop_na(new_cases, new_cases_smoothed, new_vaccinations, new_vaccinations_smoothed, new_vaccinations_smoothed_per_million, population, population_density, median_age, extreme_poverty, total_vaccinations, hospital_beds_per_thousand, human_development_index, new_deaths, new_tests, total_tests, total_cases)

sp <- sp500
sp$Change.. <- as.numeric(gsub("%","",sp$Change..))
max = max(sp$Change..)
max
## [1] 9.06
covid2$date = as.character(ymd(covid2$date))
sp500$Date <- as.character(mdy(sp500$Date))
TOPIX$Date <- as.character(mdy(TOPIX$Date))
ASX200$Date <- as.character(mdy(ASX200$Date))
NSEI$Date <- as.character(mdy(NSEI$Date))
SSEC$Date <- as.character(mdy(SSEC$Date))

colnames(covid2)[4] = "Date"

covid_US <- covid2 %>% filter(location == "United States")
covid_AUS <- covid2 %>% filter(location == "Australia")
covid_IND <- covid2 %>% filter(location == "India")
covid_JPN <- covid2 %>% filter(location == "Japan")
covid_CHN <- covid2 %>% filter(location == "China")

covid_US
##     iso_code     continent      location       Date total_cases new_cases
## 1        USA North America United States 2020-12-14    16618892    209713
## 2        USA North America United States 2020-12-15    16845252    226360
## 3        USA North America United States 2020-12-16    17079999    234747
## 4        USA North America United States 2020-12-17    17320141    240142
## 5        USA North America United States 2020-12-18    17568365    248224
## 6        USA North America United States 2020-12-19    17774216    205851
## 7        USA North America United States 2020-12-20    17961591    187375
## 8        USA North America United States 2020-12-21    18158212    196621
## 9        USA North America United States 2020-12-22    18364229    206017
## 10       USA North America United States 2020-12-23    18585716    221487
## 11       USA North America United States 2020-12-24    18798620    212904
## 12       USA North America United States 2020-12-25    18925951    127331
## 13       USA North America United States 2020-12-26    19143426    217475
## 14       USA North America United States 2020-12-27    19279402    135976
## 15       USA North America United States 2020-12-28    19452515    173113
## 16       USA North America United States 2020-12-29    19658425    205910
## 17       USA North America United States 2020-12-30    19876806    218381
## 18       USA North America United States 2020-12-31    20191923    315117
## 19       USA North America United States 2021-01-01    20370973    179050
## 20       USA North America United States 2021-01-02    20643205    272232
## 21       USA North America United States 2021-01-03    20846567    203362
## 22       USA North America United States 2021-01-04    21032044    185477
## 23       USA North America United States 2021-01-05    21264861    232817
## 24       USA North America United States 2021-01-06    21524635    259774
## 25       USA North America United States 2021-01-07    21810946    286311
## 26       USA North America United States 2021-01-08    22115125    304179
## 27       USA North America United States 2021-01-09    22379914    264789
## 28       USA North America United States 2021-01-10    22590807    210893
## 29       USA North America United States 2021-01-11    22794649    203842
## 30       USA North America United States 2021-01-12    23016385    221736
## 31       USA North America United States 2021-01-13    23245662    229277
## 32       USA North America United States 2021-01-14    23481254    235592
## 33       USA North America United States 2021-01-15    23726350    245096
## 34       USA North America United States 2021-01-16    23944001    217651
## 35       USA North America United States 2021-01-17    24120632    176631
## 36       USA North America United States 2021-01-18    24261388    140756
## 37       USA North America United States 2021-01-19    24418251    156863
## 38       USA North America United States 2021-01-20    24605662    187411
## 39       USA North America United States 2021-01-21    24798201    192539
## 40       USA North America United States 2021-01-22    24990011    191810
## 41       USA North America United States 2021-01-23    25168260    178249
## 42       USA North America United States 2021-01-24    25308452    140192
## 43       USA North America United States 2021-01-25    25437983    129531
## 44       USA North America United States 2021-01-26    25588965    150982
## 45       USA North America United States 2021-01-27    25744430    155465
## 46       USA North America United States 2021-01-28    25911186    166756
## 47       USA North America United States 2021-01-29    26074978    163792
## 48       USA North America United States 2021-01-30    26225959    150981
## 49       USA North America United States 2021-01-31    26338845    112886
## 50       USA North America United States 2021-02-01    26464083    125238
## 51       USA North America United States 2021-02-02    26581091    117008
## 52       USA North America United States 2021-02-03    26705442    124351
## 53       USA North America United States 2021-02-04    26830478    125036
## 54       USA North America United States 2021-02-05    26961561    131083
## 55       USA North America United States 2021-02-06    27078387    116826
## 56       USA North America United States 2021-02-07    27167835     89448
## 57       USA North America United States 2021-02-08    27250573     82738
## 58       USA North America United States 2021-02-09    27345802     95229
## 59       USA North America United States 2021-02-10    27440988     95186
## 60       USA North America United States 2021-02-11    27547785    106797
## 61       USA North America United States 2021-02-12    27648392    100607
## 62       USA North America United States 2021-02-13    27739195     90803
## 63       USA North America United States 2021-02-14    27807500     68305
## 64       USA North America United States 2021-02-15    27862859     55359
## 65       USA North America United States 2021-02-16    27922100     59241
## 66       USA North America United States 2021-02-17    27990934     68834
## 67       USA North America United States 2021-02-18    28063532     72598
## 68       USA North America United States 2021-02-19    28138724     75192
## 69       USA North America United States 2021-02-20    28212534     73810
## 70       USA North America United States 2021-02-21    28267811     55277
## 71       USA North America United States 2021-02-22    28323225     55414
## 72       USA North America United States 2021-02-23    28397075     73850
## 73       USA North America United States 2021-02-24    28472127     75052
## 74       USA North America United States 2021-02-25    28549408     77281
## 75       USA North America United States 2021-02-26    28624850     75442
## 76       USA North America United States 2021-02-27    28696173     71323
## 77       USA North America United States 2021-02-28    28747921     51748
## 78       USA North America United States 2021-03-01    28798305     50384
## 79       USA North America United States 2021-03-02    28856720     58415
## 80       USA North America United States 2021-03-03    28923768     67048
## 81       USA North America United States 2021-03-04    28992739     68971
## 82       USA North America United States 2021-03-05    29060636     67897
## 83       USA North America United States 2021-03-06    29121711     61075
## 84       USA North America United States 2021-03-07    29163327     41616
## 85       USA North America United States 2021-03-08    29207352     44025
## 86       USA North America United States 2021-03-09    29262848     55496
## 87       USA North America United States 2021-03-10    29320614     57766
## 88       USA North America United States 2021-03-11    29382394     61780
## 89       USA North America United States 2021-03-12    29445022     62628
## 90       USA North America United States 2021-03-13    29501904     56882
## 91       USA North America United States 2021-03-14    29541190     39286
## 92       USA North America United States 2021-03-15    29592102     50912
## 93       USA North America United States 2021-03-16    29646187     54085
## 94       USA North America United States 2021-03-17    29705480     59293
## 95       USA North America United States 2021-03-18    29767874     62394
## 96       USA North America United States 2021-03-19    29829530     61656
## 97       USA North America United States 2021-03-20    29888438     58908
## 98       USA North America United States 2021-03-21    29923815     35377
## 99       USA North America United States 2021-03-22    29971125     47310
## 100      USA North America United States 2021-03-23    30024007     52882
## 101      USA North America United States 2021-03-24    30111701     87694
## 102      USA North America United States 2021-03-25    30179347     67646
## 103      USA North America United States 2021-03-26    30255742     76395
## 104      USA North America United States 2021-03-27    30319900     64158
## 105      USA North America United States 2021-03-28    30366212     46312
## 106      USA North America United States 2021-03-29    30431895     65683
## 107      USA North America United States 2021-03-30    30493616     61721
## 108      USA North America United States 2021-03-31    30563154     69538
## 109      USA North America United States 2021-04-01    30640058     76904
## 110      USA North America United States 2021-04-02    30714126     74068
## 111      USA North America United States 2021-04-03    30779068     64942
## 112      USA North America United States 2021-04-04    30816977     37909
## 113      USA North America United States 2021-04-05    30883886     66909
## 114      USA North America United States 2021-04-06    30946780     62894
## 115      USA North America United States 2021-04-07    31022551     75771
## 116      USA North America United States 2021-04-08    31102693     80142
## 117      USA North America United States 2021-04-09    31187358     84665
## 118      USA North America United States 2021-04-10    31258057     70699
## 119      USA North America United States 2021-04-11    31305494     47437
## 120      USA North America United States 2021-04-12    31367514     62020
## 121      USA North America United States 2021-04-13    31448412     80898
## 122      USA North America United States 2021-04-14    31524028     75616
## 123      USA North America United States 2021-04-15    31597994     73966
## 124      USA North America United States 2021-04-16    31681511     83517
## 125      USA North America United States 2021-04-17    31737082     55571
## 126      USA North America United States 2021-04-18    31780917     43835
## 127      USA North America United States 2021-04-19    31839277     58360
## 128      USA North America United States 2021-04-20    31901779     62502
## 129      USA North America United States 2021-04-21    31966137     64358
## 130      USA North America United States 2021-04-22    32032872     66735
## 131      USA North America United States 2021-04-23    32095804     62932
## 132      USA North America United States 2021-04-24    32150845     55041
## 133      USA North America United States 2021-04-25    32185542     34697
## 134      USA North America United States 2021-04-26    32227755     42213
## 135      USA North America United States 2021-04-27    32280080     52325
## 136      USA North America United States 2021-04-28    32335278     55198
## 137      USA North America United States 2021-04-29    32394076     58798
## 138      USA North America United States 2021-04-30    32452189     58113
## 139      USA North America United States 2021-05-01    32501062     48873
## 140      USA North America United States 2021-05-02    32531631     30569
## 141      USA North America United States 2021-05-03    32576158     44527
## 142      USA North America United States 2021-05-04    32619033     42875
## 143      USA North America United States 2021-05-05    32665109     46076
## 144      USA North America United States 2021-05-06    32711306     46197
## 145      USA North America United States 2021-05-07    32759744     48438
## 146      USA North America United States 2021-05-08    32795459     35715
## 147      USA North America United States 2021-05-09    32818327     22868
## 148      USA North America United States 2021-05-10    32850623     32296
## 149      USA North America United States 2021-05-11    32886116     35493
## 150      USA North America United States 2021-05-12    32922262     36146
## 151      USA North America United States 2021-05-13    32961020     38758
## 152      USA North America United States 2021-05-14    33003248     42228
## 153      USA North America United States 2021-05-15    33034042     30794
## 154      USA North America United States 2021-05-16    33051750     17708
## 155      USA North America United States 2021-05-17    33076926     25176
## 156      USA North America United States 2021-05-18    33105828     28902
## 157      USA North America United States 2021-05-19    33135479     29651
## 158      USA North America United States 2021-05-20    33165705     30226
## 159      USA North America United States 2021-05-21    33194531     28826
## 160      USA North America United States 2021-05-22    33215786     21255
## 161      USA North America United States 2021-05-23    33229567     13781
## 162      USA North America United States 2021-05-24    33251391     21824
## 163      USA North America United States 2021-05-25    33275994     24603
## 164      USA North America United States 2021-05-26    33300615     24621
## 165      USA North America United States 2021-05-27    33327450     26835
## 166      USA North America United States 2021-05-28    33349696     22246
## 167      USA North America United States 2021-05-29    33363033     13337
## 168      USA North America United States 2021-05-30    33370399      7366
## 169      USA North America United States 2021-05-31    33376665      6266
## 170      USA North America United States 2021-06-01    33397453     20788
## 171      USA North America United States 2021-06-02    33414194     16741
## 172      USA North America United States 2021-06-03    33432590     18396
## 173      USA North America United States 2021-06-04    33450481     17891
## 174      USA North America United States 2021-06-05    33466092     15611
## 175      USA North America United States 2021-06-06    33472114      6022
## 176      USA North America United States 2021-06-07    33486161     14047
## 177      USA North America United States 2021-06-08    33499193     13032
## 178      USA North America United States 2021-06-09    33517750     18557
## 179      USA North America United States 2021-06-10    33532549     14799
## 180      USA North America United States 2021-06-11    33557696     25147
## 181      USA North America United States 2021-06-12    33566888      9192
## 182      USA North America United States 2021-06-13    33572157      5269
## 183      USA North America United States 2021-06-14    33583919     11762
## 184      USA North America United States 2021-06-15    33594661     10742
## 185      USA North America United States 2021-06-16    33606559     11898
## 186      USA North America United States 2021-06-17    33618325     11766
## 187      USA North America United States 2021-06-18    33639514     21189
## 188      USA North America United States 2021-06-19    33648573      9059
## 189      USA North America United States 2021-06-20    33653497      4924
## 190      USA North America United States 2021-06-21    33664026     10529
## 191      USA North America United States 2021-06-22    33674834     10808
## 192      USA North America United States 2021-06-23    33687500     12666
## 193      USA North America United States 2021-06-24    33701968     14468
## 194      USA North America United States 2021-06-25    33726573     24605
## 195      USA North America United States 2021-06-26    33735950      9377
## 196      USA North America United States 2021-06-27    33740573      4623
## 197      USA North America United States 2021-06-28    33754184     13611
## 198      USA North America United States 2021-06-29    33761649      7465
## 199      USA North America United States 2021-06-30    33777015     15366
## 200      USA North America United States 2021-07-01    33792138     15123
## 201      USA North America United States 2021-07-02    33821899     29761
## 202      USA North America United States 2021-07-03    33827316      5417
## 203      USA North America United States 2021-07-04    33831594      4278
## 204      USA North America United States 2021-07-05    33840500      8906
## 205      USA North America United States 2021-07-06    33862760     22260
## 206      USA North America United States 2021-07-07    33882935     20175
## 207      USA North America United States 2021-07-08    33903813     20878
## 208      USA North America United States 2021-07-09    33951396     47583
## 209      USA North America United States 2021-07-10    33961532     10136
## 210      USA North America United States 2021-07-11    33973285     11753
## 211      USA North America United States 2021-07-12    34002670     29385
## 212      USA North America United States 2021-07-13    34029215     26545
## 213      USA North America United States 2021-07-14    34060338     31123
## 214      USA North America United States 2021-07-15    34092312     31974
## 215      USA North America United States 2021-07-16    34170417     78105
## 216      USA North America United States 2021-07-17    34184535     14118
## 217      USA North America United States 2021-07-18    34204860     20325
## 218      USA North America United States 2021-07-19    34253670     48810
## 219      USA North America United States 2021-07-20    34293419     39749
## 220      USA North America United States 2021-07-21    34341142     47723
## 221      USA North America United States 2021-07-22    34397664     56522
## 222      USA North America United States 2021-07-23    34518464    120800
## 223      USA North America United States 2021-07-24    34547231     28767
## 224      USA North America United States 2021-07-25    34575189     27958
## 225      USA North America United States 2021-07-26    34654537     79348
## 226      USA North America United States 2021-07-27    34719517     64980
## 227      USA North America United States 2021-07-28    34793097     73580
## 228      USA North America United States 2021-07-29    34865647     72550
## 229      USA North America United States 2021-07-30    35057103    191456
## 230      USA North America United States 2021-07-31    35101042     43939
## 231      USA North America United States 2021-08-01    35145619     44577
## 232      USA North America United States 2021-08-02    35253866    108247
## 233      USA North America United States 2021-08-03    35351660     97794
## 234      USA North America United States 2021-08-04    35454074    102414
## 235      USA North America United States 2021-08-05    35563761    109687
## 236      USA North America United States 2021-08-06    35815658    251897
## 237      USA North America United States 2021-08-07    35878721     63063
## 238      USA North America United States 2021-08-08    35913584     34863
## 239      USA North America United States 2021-08-09    36073264    159680
## 240      USA North America United States 2021-08-10    36191058    117794
## 241      USA North America United States 2021-08-11    36345531    154473
## 242      USA North America United States 2021-08-12    36489576    144045
## 243      USA North America United States 2021-08-13    36716399    226823
## 244      USA North America United States 2021-08-14    36789516     73117
## 245      USA North America United States 2021-08-15    36836333     46817
## 246      USA North America United States 2021-08-16    37030503    194170
## 247      USA North America United States 2021-08-17    37181108    150605
## 248      USA North America United States 2021-08-18    37348721    167613
## 249      USA North America United States 2021-08-19    37503895    155174
## 250      USA North America United States 2021-08-20    37743053    239158
## 251      USA North America United States 2021-08-21    37835335     92282
## 252      USA North America United States 2021-08-22    37879550     44215
## 253      USA North America United States 2021-08-23    38087503    207953
## 254      USA North America United States 2021-08-24    38242002    154499
## 255      USA North America United States 2021-08-25    38420972    178970
## 256      USA North America United States 2021-08-26    38604810    183838
## 257      USA North America United States 2021-08-27    38843409    238599
## 258      USA North America United States 2021-08-28    38922486     79077
## 259      USA North America United States 2021-08-29    38974525     52039
## 260      USA North America United States 2021-08-30    39203351    228826
## 261      USA North America United States 2021-08-31    39383351    180000
## 262      USA North America United States 2021-09-01    39573794    190443
## 263      USA North America United States 2021-09-02    39753010    179216
## 264      USA North America United States 2021-09-03    39988418    235408
## 265      USA North America United States 2021-09-04    40074614     86196
## 266      USA North America United States 2021-09-05    40138133     63519
## 267      USA North America United States 2021-09-06    40231735     93602
## 268      USA North America United States 2021-09-07    40440539    208804
## 269      USA North America United States 2021-09-08    40617475    176936
## 270      USA North America United States 2021-09-09    40783882    166407
## 271      USA North America United States 2021-09-10    41026029    242147
## 272      USA North America United States 2021-09-11    41115440     89411
## 273      USA North America United States 2021-09-12    41163814     48374
## 274      USA North America United States 2021-09-13    41374398    210584
## 275      USA North America United States 2021-09-14    41519232    144834
## 276      USA North America United States 2021-09-15    41692840    173608
## 277      USA North America United States 2021-09-16    41851698    158858
## 278      USA North America United States 2021-09-17    42062556    210858
## 279      USA North America United States 2021-09-18    42137813     75257
## 280      USA North America United States 2021-09-19    42182659     44846
## 281      USA North America United States 2021-09-20    42354042    171383
## 282      USA North America United States 2021-09-21    42475760    121718
## 283      USA North America United States 2021-09-22    42607121    131361
## 284      USA North America United States 2021-09-23    42736276    129155
## 285      USA North America United States 2021-09-24    42911035    174759
## 286      USA North America United States 2021-09-25    42971887     60852
## 287      USA North America United States 2021-09-26    43026266     54379
## 288      USA North America United States 2021-09-27    43181545    155279
## 289      USA North America United States 2021-09-28    43294352    112807
## 290      USA North America United States 2021-09-29    43415795    121443
## 291      USA North America United States 2021-09-30    43526291    110496
## 292      USA North America United States 2021-10-01    43681056    154765
## 293      USA North America United States 2021-10-02    43729704     48648
## 294      USA North America United States 2021-10-03    43774469     44765
## 295      USA North America United States 2021-10-04    43916804    142335
## 296      USA North America United States 2021-10-05    44012077     95273
## 297      USA North America United States 2021-10-06    44124353    112276
## 298      USA North America United States 2021-10-07    44225887    101534
## 299      USA North America United States 2021-10-08    44357451    131564
## 300      USA North America United States 2021-10-09    44396553     39102
## 301      USA North America United States 2021-10-10    44436262     39709
## 302      USA North America United States 2021-10-11    44531835     95573
## 303      USA North America United States 2021-10-12    44642496    110661
## 304      USA North America United States 2021-10-13    44750981    108485
## 305      USA North America United States 2021-10-14    44837979     86998
## 306      USA North America United States 2021-10-15    44947487    109508
## 307      USA North America United States 2021-10-16    44987570     40083
## 308      USA North America United States 2021-10-17    45019234     31664
## 309      USA North America United States 2021-10-18    45117640     98406
## 310      USA North America United States 2021-10-19    45199689     82049
## 311      USA North America United States 2021-10-20    45291331     91642
## 312      USA North America United States 2021-10-21    45369362     78031
## 313      USA North America United States 2021-10-22    45465406     96044
## 314      USA North America United States 2021-10-23    45498029     32623
## 315      USA North America United States 2021-10-24    45517180     19151
## 316      USA North America United States 2021-10-25    45629258    112078
## 317      USA North America United States 2021-10-26    45696004     66746
## 318      USA North America United States 2021-10-27    45798532    102528
## 319      USA North America United States 2021-10-28    45873760     75228
## 320      USA North America United States 2021-10-29    45968863     95103
## 321      USA North America United States 2021-10-30    46003369     34506
## 322      USA North America United States 2021-10-31    46035834     32465
## 323      USA North America United States 2021-11-01    46148585    112751
## 324      USA North America United States 2021-11-02    46217330     68745
## 325      USA North America United States 2021-11-03    46302970     85640
## 326      USA North America United States 2021-11-04    46384442     81472
## 327      USA North America United States 2021-11-05    46481268     96826
## 328      USA North America United States 2021-11-06    46516532     35264
## 329      USA North America United States 2021-11-07    46553390     36858
## 330      USA North America United States 2021-11-08    46663511    110121
## 331      USA North America United States 2021-11-09    46742010     78499
## 332      USA North America United States 2021-11-10    46837096     95086
## 333      USA North America United States 2021-11-11    46894960     57864
## 334      USA North America United States 2021-11-12    47038363    143403
## 335      USA North America United States 2021-11-13    47082605     44242
## 336      USA North America United States 2021-11-14    47114532     31927
## 337      USA North America United States 2021-11-15    47247983    133451
## 338      USA North America United States 2021-11-16    47335396     87413
## 339      USA North America United States 2021-11-17    47448211    112815
## 340      USA North America United States 2021-11-18    47558214    110003
## 341      USA North America United States 2021-11-19    47685059    126845
## 342      USA North America United States 2021-11-20    47730696     45637
## 343      USA North America United States 2021-11-21    47770508     39812
## 344      USA North America United States 2021-11-22    47914676    144168
## 345      USA North America United States 2021-11-23    48006154     91478
## 346      USA North America United States 2021-11-24    48117550    111396
## 347      USA North America United States 2021-11-25    48157404     39854
## 348      USA North America United States 2021-11-26    48210622     53218
## 349      USA North America United States 2021-11-27    48237321     26699
## 350      USA North America United States 2021-11-28    48280523     43202
## 351      USA North America United States 2021-11-29    48466120    185597
## 352      USA North America United States 2021-11-30    48583376    117256
## 353      USA North America United States 2021-12-01    48720567    137191
## 354      USA North America United States 2021-12-02    48859480    138913
## 355      USA North America United States 2021-12-03    49018168    158688
## 356      USA North America United States 2021-12-04    49084797     66629
## 357      USA North America United States 2021-12-05    49140030     55233
## 358      USA North America United States 2021-12-06    49317274    177244
## 359      USA North America United States 2021-12-07    49430634    113360
## 360      USA North America United States 2021-12-08    49580624    149990
## 361      USA North America United States 2021-12-09    49705171    124547
## 362      USA North America United States 2021-12-10    49863337    158166
## 363      USA North America United States 2021-12-11    49920170     56833
## 364      USA North America United States 2021-12-12    49972504     52334
## 365      USA North America United States 2021-12-13    50157585    185081
## 366      USA North America United States 2021-12-14    50272727    115142
## 367      USA North America United States 2021-12-15    50416382    143655
## 368      USA North America United States 2021-12-16    50558196    141814
## 369      USA North America United States 2021-12-17    50750903    192707
## 370      USA North America United States 2021-12-18    50830673     79770
## 371      USA North America United States 2021-12-19    50920032     89359
## 372      USA North America United States 2021-12-20    51159739    239707
## 373      USA North America United States 2021-12-21    51339180    179441
## 374      USA North America United States 2021-12-22    51582892    243712
## 375      USA North America United States 2021-12-23    51852639    269747
## 376      USA North America United States 2021-12-24    52101375    248736
## 377      USA North America United States 2021-12-25    52188124     86749
## 378      USA North America United States 2021-12-26    52366436    178312
## 379      USA North America United States 2021-12-27    52866678    500242
## 380      USA North America United States 2021-12-28    53228462    361784
## 381      USA North America United States 2021-12-29    53730417    501955
## 382      USA North America United States 2021-12-30    54321016    590599
## 383      USA North America United States 2021-12-31    54834939    513923
## 384      USA North America United States 2022-01-01    55023934    188995
## 385      USA North America United States 2022-01-02    55309583    285649
## 386      USA North America United States 2022-01-03    56353540   1043957
## 387      USA North America United States 2022-01-04    57165373    811833
## 388      USA North America United States 2022-01-05    57827921    662548
## 389      USA North America United States 2022-01-06    58662669    834748
## 390      USA North America United States 2022-01-07    59532386    869717
## 391      USA North America United States 2022-01-08    59930215    397829
## 392      USA North America United States 2022-01-09    60415389    485174
## 393      USA North America United States 2022-01-10    61797509   1382120
## 394      USA North America United States 2022-01-11    62583893    786384
## 395      USA North America United States 2022-01-12    63432705    848812
## 396      USA North America United States 2022-01-13    64294414    861709
## 397      USA North America United States 2022-01-14    65174193    879779
## 398      USA North America United States 2022-01-15    65583536    409343
## 399      USA North America United States 2022-01-16    66063476    479940
## 400      USA North America United States 2022-01-17    66736191    672715
## 401      USA North America United States 2022-01-18    67865489   1129298
## 402      USA North America United States 2022-01-19    68773615    908126
## 403      USA North America United States 2022-01-20    69506336    732721
## 404      USA North America United States 2022-01-21    70347497    841161
## 405      USA North America United States 2022-01-22    70651395    303898
## 406      USA North America United States 2022-01-23    71016668    365273
## 407      USA North America United States 2022-01-24    71936274    919606
## 408      USA North America United States 2022-01-25    72430476    494202
## 409      USA North America United States 2022-01-26    73054670    624194
## 410      USA North America United States 2022-01-27    73560935    506265
## 411      USA North America United States 2022-01-28    74175398    614463
## 412      USA North America United States 2022-01-29    74354834    179436
## 413      USA North America United States 2022-01-30    74553064    198230
## 414      USA North America United States 2022-01-31    75093931    540867
## 415      USA North America United States 2022-02-01    75419879    325948
## 416      USA North America United States 2022-02-02    75749285    329406
## 417      USA North America United States 2022-02-03    76024372    275087
## 418      USA North America United States 2022-02-04    76379695    355323
## 419      USA North America United States 2022-02-05    76466510     86815
## 420      USA North America United States 2022-02-06    76550118     83608
## 421      USA North America United States 2022-02-07    76895911    345793
## 422      USA North America United States 2022-02-08    77110359    214448
## 423      USA North America United States 2022-02-09    77298950    188591
## 424      USA North America United States 2022-02-10    77470396    171446
## 425      USA North America United States 2022-02-11    77679889    209493
## 426      USA North America United States 2022-02-12    77731986     52097
## 427      USA North America United States 2022-02-13    77790370     58384
## 428      USA North America United States 2022-02-14    77960251    169881
## 429      USA North America United States 2022-02-15    78071489    111238
## 430      USA North America United States 2022-02-16    78186387    114898
## 431      USA North America United States 2022-02-17    78288215    101828
## 432      USA North America United States 2022-02-18    78433459    145244
## 433      USA North America United States 2022-02-19    78464983     31524
## 434      USA North America United States 2022-02-20    78488048     23065
## 435      USA North America United States 2022-02-21    78570835     82787
## 436      USA North America United States 2022-02-22    78660205     89370
## 437      USA North America United States 2022-02-23    78745306     85101
## 438      USA North America United States 2022-02-24    78812367     67061
## 439      USA North America United States 2022-02-25    78886932     74565
## 440      USA North America United States 2022-02-26    78934389     47457
## 441      USA North America United States 2022-02-27    78952681     18292
## 442      USA North America United States 2022-02-28    79051482     98801
## 443      USA North America United States 2022-03-01    79098153     46671
## 444      USA North America United States 2022-03-02    79151573     53420
## 445      USA North America United States 2022-03-03    79200230     48657
## 446      USA North America United States 2022-03-04    79251522     51292
## 447      USA North America United States 2022-03-05    79266469     14947
## 448      USA North America United States 2022-03-06    79277512     11043
## 449      USA North America United States 2022-03-07    79340931     63419
## 450      USA North America United States 2022-03-08    79370693     29762
## 451      USA North America United States 2022-03-09    79408063     37370
## 452      USA North America United States 2022-03-10    79454543     46480
## 453      USA North America United States 2022-03-11    79504255     49712
## 454      USA North America United States 2022-03-12    79514718     10463
## 455      USA North America United States 2022-03-13    79525544     10826
## 456      USA North America United States 2022-03-15    79585838     25550
## 457      USA North America United States 2022-03-16    79630853     45015
## 458      USA North America United States 2022-03-17    79683737     52884
## 459      USA North America United States 2022-03-18    79717247     33510
## 460      USA North America United States 2022-03-19    79728165     10918
##     new_cases_smoothed total_deaths new_deaths new_deaths_smoothed
## 1            220994.57       305113       1649            2567.286
## 2            220961.00       308100       2987            2625.000
## 3            223315.86       311832       3732            2703.714
## 4            223763.71       315282       3450            2770.000
## 5            225074.00       318224       2942            2707.429
## 6            222389.29       321035       2811            2747.143
## 7            221773.14       322748       1713            2754.857
## 8            219902.86       324544       1796            2775.857
## 9            216996.71       327843       3299            2820.429
## 10           215102.43       331223       3380            2770.143
## 11           211211.29       334145       2922            2694.714
## 12           193940.86       335655       1510            2490.143
## 13           195601.43       337564       1909            2361.286
## 14           188258.71       339003       1439            2322.143
## 15           184900.43       340880       1877            2333.714
## 16           184885.14       344495       3615            2378.857
## 17           184441.43       348428       3933            2457.857
## 18           199043.29       351755       3327            2515.714
## 19           206431.71       353997       2242            2620.286
## 20           214254.14       356549       2552            2712.143
## 21           223880.71       357986       1437            2711.857
## 22           225647.00       359965       1979            2726.429
## 23           229490.86       363569       3604            2724.857
## 24           235404.14       367495       3926            2723.857
## 25           231289.00       371521       4026            2823.714
## 26           249164.57       375710       4189            3101.857
## 27           248101.29       378965       3255            3202.286
## 28           249177.14       381069       2104            3297.571
## 29           251800.71       382907       1838            3277.429
## 30           250217.71       387295       4388            3389.429
## 31           245861.00       391313       4018            3402.571
## 32           238615.43       395105       3792            3369.143
## 33           230175.00       398917       3812            3315.286
## 34           223441.00       402497       3580            3361.714
## 35           218546.43       404488       1991            3345.571
## 36           209534.14       406053       1565            3306.571
## 37           200266.57       408450       2397            3022.143
## 38           194285.71       412893       4443            3082.857
## 39           188135.29       417030       4137            3132.143
## 40           180523.00       420807       3777            3127.143
## 41           174894.14       424363       3556            3123.714
## 42           169688.57       426221       1858            3104.714
## 43           168085.00       427991       1770            3134.000
## 44           167244.86       431973       3982            3360.429
## 45           162681.14       436101       4128            3315.429
## 46           158997.86       439951       3850            3274.429
## 47           154995.29       443550       3599            3249.000
## 48           151099.86       446451       2901            3155.429
## 49           147199.00       448408       1957            3169.571
## 50           146585.71       450184       1776            3170.429
## 51           141732.29       453718       3534            3106.429
## 52           137287.43       457635       3917            3076.286
## 53           131327.43       461518       3883            3081.000
## 54           126654.71       465192       3674            3091.714
## 55           121775.43       467929       2737            3068.286
## 56           118427.14       469406       1477            2999.714
## 57           112355.71       470857       1451            2953.286
## 58           109244.43       473922       3065            2886.286
## 59           105078.00       477329       3407            2813.429
## 60           102472.43       480520       3191            2714.571
## 61            98118.71       483404       2884            2601.714
## 62            94401.14       485700       2296            2538.714
## 63            91380.71       486898       1198            2498.857
## 64            87469.43       487847        949            2427.143
## 65            82328.29       489491       1644            2224.143
## 66            78563.71       491937       2446            2086.857
## 67            73678.14       494544       2607            2003.429
## 68            70047.43       497079       2535            1953.571
## 69            67619.86       499012       1933            1901.714
## 70            65758.71       500239       1227            1905.857
## 71            65766.57       501440       1201            1941.857
## 72            67853.57       503716       2276            2032.143
## 73            68741.86       506980       3264            2149.000
## 74            69410.86       509410       2430            2123.714
## 75            69446.57       511565       2155            2069.429
## 76            69091.29       513087       1522            2010.714
## 77            68587.14       514194       1107            1993.571
## 78            67868.57       515513       1319            2010.429
## 79            65663.57       517446       1933            1961.429
## 80            64520.14       520022       2576            1863.143
## 81            63333.00       521974       1952            1794.857
## 82            62255.14       523697       1723            1733.143
## 83            60791.14       525227       1530            1734.286
## 84            59343.71       525938        711            1677.714
## 85            58435.29       526643        705            1590.000
## 86            58018.29       528427       1784            1568.714
## 87            56692.29       530000       1573            1425.429
## 88            55665.00       531574       1574            1371.429
## 89            54912.29       533005       1431            1329.714
## 90            54313.29       533989        984            1251.714
## 91            53980.43       534521        532            1226.143
## 92            54964.29       535233        712            1227.143
## 93            54762.71       536494       1261            1152.429
## 94            54980.86       537711       1217            1101.571
## 95            55068.57       539360       1649            1112.286
## 96            54929.71       540406       1046            1057.286
## 97            55219.14       541182        776            1027.571
## 98            54660.71       541936        754            1059.286
## 99            54146.14       542499        563            1038.000
## 100           53974.29       543455        956             994.429
## 101           58031.57       544949       1494            1034.000
## 102           58781.86       546323       1374             994.714
## 103           60887.43       547496       1173            1012.857
## 104           61637.43       548321        825            1019.857
## 105           63199.57       548784        463             978.286
## 106           65824.29       549417        633             988.286
## 107           67087.00       550324        907             981.286
## 108           64493.29       551426       1102             925.286
## 109           65815.86       552544       1118             888.714
## 110           65483.43       553446        902             850.000
## 111           65595.43       554217        771             842.286
## 112           64395.00       554527        310             820.429
## 113           64570.14       555008        481             798.714
## 114           64737.71       555842        834             788.286
## 115           65628.14       558448       2606            1003.143
## 116           66090.71       559474       1026             990.000
## 117           67604.57       560383        909             991.000
## 118           68427.00       561115        732             985.429
## 119           69788.14       561403        288             982.286
## 120           69089.71       561848        445             977.143
## 121           71661.71       562728        880             983.714
## 122           71639.57       563663        935             745.000
## 123           70757.29       564567        904             727.571
## 124           70593.29       565434        867             721.571
## 125           68432.14       566144        710             718.429
## 126           67917.57       566490        346             726.714
## 127           67394.71       566977        487             732.714
## 128           64766.71       567824        847             728.000
## 129           63158.43       568716        892             721.857
## 130           62125.43       569654        938             726.714
## 131           59184.71       570408        754             710.571
## 132           59109.00       571172        764             718.286
## 133           57803.57       571472        300             711.714
## 134           55496.86       571946        474             709.857
## 135           54043.00       572619        673             685.000
## 136           52734.43       573623       1004             701.000
## 137           51600.57       574508        885             693.429
## 138           50912.14       575314        806             700.857
## 139           50031.00       576058        744             698.000
## 140           49441.29       576380        322             701.143
## 141           49771.86       576858        478             701.714
## 142           48421.86       577769        911             735.714
## 143           47118.71       578587        818             709.143
## 144           45318.57       579408        821             700.000
## 145           43936.43       580224        816             701.429
## 146           42056.71       580859        635             685.857
## 147           40956.57       581117        258             676.714
## 148           39209.29       581512        395             664.857
## 149           38154.71       582200        688             633.000
## 150           36736.14       583003        803             630.857
## 151           35673.43       583791        788             626.143
## 152           34786.29       584426        635             600.286
## 153           34083.29       584956        530             585.286
## 154           33346.14       585224        268             586.714
## 155           32329.00       585615        391             586.143
## 156           31387.43       586397        782             599.571
## 157           30459.57       587078        681             582.143
## 158           29240.71       587767        689             568.000
## 159           27326.14       588390        623             566.286
## 160           25963.43       588877        487             560.143
## 161           25402.43       589073        196             549.857
## 162           24923.57       589505        432             555.714
## 163           24309.43       590152        647             536.429
## 164           23590.86       591146        994             581.143
## 165           23106.43       592492       1346             675.000
## 166           22166.43       593022        530             661.714
## 167           21035.29       593374        352             642.429
## 168           20118.86       593523        149             635.714
## 169           17896.29       593695        172             598.571
## 170           17351.29       594328        633             596.571
## 171           16225.57       594890        562             534.857
## 172           15020.00       595526        636             433.429
## 173           14397.86       596050        524             432.571
## 174           14722.71       596634        584             465.714
## 175           14530.71       596797        163             467.714
## 176           15642.29       597113        316             488.286
## 177           14534.29       597433        320             443.571
## 178           14793.71       597913        480             431.857
## 179           14279.86       598332        419             400.857
## 180           15316.43       598867        535             402.429
## 181           14399.43       599143        276             358.429
## 182           14291.86       599250        107             350.429
## 183           13965.43       599436        186             331.857
## 184           13638.29       599766        330             333.286
## 185           12687.00       600154        388             320.143
## 186           12253.71       600474        320             306.000
## 187           11688.29       601080        606             316.143
## 188           11669.29       601262        182             302.714
## 189           11620.00       601338         76             298.286
## 190           11443.86       601598        260             308.857
## 191           11453.29       601943        345             311.000
## 192           11563.00       602341        398             312.429
## 193           11949.00       602684        343             315.714
## 194           12437.00       603207        523             303.857
## 195           12482.43       603362        155             300.000
## 196           12439.43       603439         77             300.143
## 197           12879.71       603585        146             283.857
## 198           12402.14       603913        328             281.429
## 199           12787.86       604216        303             267.857
## 200           12881.43       604499        283             259.286
## 201           13618.00       604933        434             246.571
## 202           13052.29       605026         93             237.714
## 203           13003.00       605067         41             232.571
## 204           12330.86       605192        125             229.571
## 205           14444.43       605493        301             225.714
## 206           15131.43       605816        323             228.571
## 207           15953.57       606059        243             222.857
## 208           18499.57       606522        463             227.000
## 209           19173.71       606608         86             226.000
## 210           20241.57       606730        122             237.571
## 211           23167.14       606959        229             252.429
## 212           23779.29       607319        360             260.857
## 213           25343.29       607647        328             261.571
## 214           26928.43       607976        329             273.857
## 215           31288.71       608431        455             272.714
## 216           31857.57       608508         77             271.429
## 217           33082.14       608595         87             266.429
## 218           35857.14       608786        191             261.000
## 219           37743.43       609074        288             250.714
## 220           40114.86       609435        361             255.429
## 221           43621.71       609723        288             249.571
## 222           49721.00       610280        557             264.143
## 223           51813.71       610406        126             271.143
## 224           52904.14       610504         98             272.714
## 225           57266.71       610765        261             282.714
## 226           60871.14       611207        442             304.714
## 227           64565.00       611584        377             307.000
## 228           66854.71       611904        320             311.571
## 229           76948.43       612785        881             357.857
## 230           79115.86       612953        168             363.857
## 231           81490.00       613178        225             382.000
## 232           85618.43       613521        343             393.714
## 233           90306.14       614097        576             412.857
## 234           94425.29       614635        538             435.857
## 235           99730.57       615153        518             464.143
## 236          108365.00       616286       1133             500.143
## 237          111097.00       616541        255             512.571
## 238          109709.29       616665        124             498.143
## 239          117056.86       617186        521             523.571
## 240          119914.00       618021        835             560.571
## 241          127351.00       618811        790             596.571
## 242          132259.29       619832       1021             668.429
## 243          128677.29       620881       1049             656.429
## 244          130113.57       621147        266             658.000
## 245          131821.29       621351        204             669.429
## 246          136748.43       622375       1024             741.286
## 247          141435.71       623399       1024             768.286
## 248          143312.86       624598       1199             826.714
## 249          144902.71       626375       1777             934.714
## 250          146664.86       627834       1459             993.286
## 251          149402.71       628398        564            1035.857
## 252          149031.00       628602        204            1035.857
## 253          151000.00       629933       1331            1079.714
## 254          151556.29       631347       1414            1135.429
## 255          153178.71       632886       1539            1184.000
## 256          157273.57       635079       2193            1243.429
## 257          157193.71       636811       1732            1282.429
## 258          155307.29       637460        649            1294.571
## 259          156425.00       637770        310            1309.714
## 260          159406.86       639476       1706            1363.286
## 261          163049.86       640896       1420            1364.143
## 262          164688.86       642934       2038            1435.429
## 263          164028.57       645927       2993            1549.714
## 264          163572.71       647864       1937            1579.000
## 265          164589.71       648513        649            1579.000
## 266          166229.71       648918        405            1592.571
## 267          146912.00       649542        624            1438.000
## 268          151026.86       651614       2072            1531.143
## 269          149097.29       653884       2270            1564.286
## 270          147267.43       657104       3220            1596.714
## 271          148230.14       659580       2476            1673.714
## 272          148689.43       660402        822            1698.429
## 273          146525.86       660772        370            1693.429
## 274          163237.57       662939       2167            1913.857
## 275          154099.00       664828       1889            1887.714
## 276          153623.57       667567       2739            1954.714
## 277          152545.14       671019       3452            1987.857
## 278          148075.29       673468       2449            1984.000
## 279          146053.29       674447        979            2006.429
## 280          145549.29       674835        388            2009.000
## 281          139949.14       677143       2308            2029.143
## 282          136646.86       679591       2448            2109.000
## 283          130611.57       682274       2683            2101.000
## 284          126368.29       685562       3288            2077.571
## 285          121211.29       688035       2473            2081.000
## 286          119153.43       688859        824            2058.857
## 287          120515.29       689427        568            2084.571
## 288          118214.71       691706       2279            2080.429
## 289          116941.71       694209       2503            2088.286
## 290          115524.86       696827       2618            2079.000
## 291          112859.29       699632       2805            2010.000
## 292          110003.00       701768       2136            1961.857
## 293          108259.57       702591        823            1961.714
## 294          106886.14       703127        536            1957.143
## 295          105037.00       705050       1923            1906.286
## 296          102532.14       706917       1867            1815.429
## 297          101222.57       709569       2652            1820.286
## 298           99942.29       712038       2469            1772.286
## 299           96627.86       713839       1801            1724.429
## 300           95264.14       714266        427            1667.857
## 301           94541.86       714743        477            1659.429
## 302           87861.57       715924       1181            1553.429
## 303           90059.86       718214       2290            1613.857
## 304           89518.29       721429       3215            1694.286
## 305           87441.71       723596       2167            1651.143
## 306           84290.86       725392       1796            1650.429
## 307           84431.00       725938        546            1667.429
## 308           83281.71       726399        461            1665.143
## 309           83686.43       728172       1773            1749.714
## 310           79599.00       730305       2133            1727.286
## 311           77192.86       733479       3174            1721.429
## 312           75911.86       735471       1992            1696.429
## 313           73988.43       737329       1858            1705.286
## 314           72922.71       737870        541            1704.571
## 315           71135.14       738124        254            1675.000
## 316           73088.29       739599       1475            1632.429
## 317           70902.14       741183       1584            1554.000
## 318           72457.29       743237       2054            1394.000
## 319           72056.86       745081       1844            1372.857
## 320           71922.43       746807       1726            1354.000
## 321           72191.43       747179        372            1329.857
## 322           74093.43       747412        233            1326.857
## 323           74189.57       748694       1282            1299.286
## 324           74475.14       749963       1269            1254.286
## 325           72062.57       751922       1959            1240.714
## 326           72954.57       753128       1206            1149.571
## 327           73200.71       755260       2132            1207.571
## 328           73309.00       755723        463            1220.571
## 329           73936.57       755922        199            1215.714
## 330           73560.86       757182       1260            1212.571
## 331           74954.29       758605       1423            1234.571
## 332           76303.71       760288       1683            1195.143
## 333           72931.14       761160        872            1147.429
## 334           79585.00       763621       2461            1194.429
## 335           80867.57       764181        560            1208.286
## 336           80163.14       764375        194            1207.571
## 337           83496.00       765689       1314            1215.286
## 338           84769.43       767021       1332            1202.286
## 339           87302.14       768665       1644            1196.714
## 340           94750.57       770018       1353            1265.429
## 341           92385.14       771811       1793            1170.000
## 342           92584.43       772262        451            1154.429
## 343           93710.86       772477        215            1157.429
## 344           95241.86       773738       1261            1149.857
## 345           95822.57       775112       1374            1155.857
## 346           95619.86       776825       1713            1165.714
## 347           85598.57       777296        471            1039.714
## 348           75080.43       777667        371             836.571
## 349           72375.00       777979        312             816.714
## 350           72859.29       778224        245             821.000
## 351           78777.71       780159       1935             917.286
## 352           82460.29       781798       1639             955.143
## 353           86145.29       783855       2057            1004.286
## 354          100296.57       787765       3910            1495.571
## 355          115363.71       789340       1575            1667.571
## 356          121068.00       790010        670            1718.714
## 357          122786.71       790397        387            1739.000
## 358          121593.43       791821       1424            1666.000
## 359          121036.86       793387       1566            1655.571
## 360          122865.29       795203       1816            1621.143
## 361          120813.00       796768       1565            1286.143
## 362          120738.43       798568       1800            1318.286
## 363          119339.00       799168        600            1308.286
## 364          118924.86       799519        351            1303.143
## 365          120044.43       800931       1412            1301.429
## 366          120299.00       802486       1555            1299.857
## 367          119394.00       804734       2248            1361.571
## 368          121860.71       806018       1284            1321.429
## 369          126795.14       807872       1854            1329.143
## 370          130071.86       808515        643            1335.286
## 371          135361.14       808811        296            1327.429
## 372          143164.86       810403       1592            1353.143
## 373          152350.43       812350       1947            1409.143
## 374          166644.29       816546       4196            1687.429
## 375          184920.43       817934       1388            1702.286
## 376          192924.57       818625        691            1536.143
## 377          193921.57       818854        229            1477.000
## 378          206629.14       819201        347            1484.286
## 379          243848.43       820992       1791            1512.714
## 380          269897.43       823308       2316            1565.429
## 381          306789.29       825663       2355            1302.429
## 382          352625.29       827157       1494            1317.571
## 383          390509.14       827869        712            1320.571
## 384          405115.71       828257        388            1343.286
## 385          420449.57       828635        378            1347.714
## 386          498123.14       830478       1843            1355.143
## 387          562415.86       832788       2310            1354.286
## 388          585357.71       834969       2181            1329.429
## 389          620236.14       837002       2033            1406.429
## 390          671063.86       839398       2396            1647.000
## 391          700897.29       840205        807            1706.857
## 392          729400.86       840788        583            1736.143
## 393          777709.86       842825       2037            1763.857
## 394          774074.29       845303       2478            1787.857
## 395          800683.43       848103       2800            1876.286
## 396          804535.00       850604       2501            1943.143
## 397          805972.43       853335       2731            1991.000
## 398          807617.29       854302        967            2013.857
## 399          806869.57       855038        736            2035.714
## 400          705526.00       856054       1016            1889.857
## 401          754513.71       858748       2694            1920.714
## 402          762987.14       862186       3438            2011.857
## 403          744560.29       865052       2866            2064.000
## 404          739043.43       868416       3364            2154.429
## 405          723979.86       869376        960            2153.429
## 406          707598.86       870077        701            2148.429
## 407          742869.00       872270       2193            2316.571
## 408          652141.00       875441       3171            2384.714
## 409          611579.29       879252       3811            2438.000
## 410          579228.43       881789       2537            2391.000
## 411          546843.00       885880       4091            2494.857
## 412          529062.71       887036       1156            2522.857
## 413          505199.43       887489        453            2487.429
## 414          451093.86       890151       2662            2554.429
## 415          427057.57       893483       3332            2577.429
## 416          384945.00       897050       3567            2542.571
## 417          351919.57       899466       2416            2525.286
## 418          314899.57       903578       4112            2528.286
## 419          301668.00       904445        867            2487.000
## 420          285293.43       904891        446            2486.000
## 421          257425.71       907980       3089            2547.000
## 422          241497.14       910969       2989            2498.000
## 423          221380.71       914399       3430            2478.429
## 424          206574.86       917632       3233            2595.143
## 425          185742.00       920317       2685            2391.286
## 426          180782.29       921115        798            2381.429
## 427          177178.86       921666        551            2396.429
## 428          152048.57       924851       3185            2410.143
## 429          137304.29       927453       2602            2354.857
## 430          126776.71       930631       3178            2318.857
## 431          116831.29       933530       2899            2271.143
## 432          107652.86       936011       2481            2242.000
## 433          104713.86       936655        644            2220.000
## 434           99668.29       937078        423            2201.714
## 435           87226.29       937975        897            1874.857
## 436           84102.29       940152       2177            1814.143
## 437           79845.57       943249       3097            1802.571
## 438           74878.86       946207       2958            1811.000
## 439           64781.86       948245       2038            1747.714
## 440           67058.00       948963        718            1758.286
## 441           66376.14       949170        207            1727.429
## 442           68663.86       951335       2165            1908.571
## 443           62564.00       953099       1764            1849.571
## 444           58038.14       955175       2076            1703.714
## 445           55409.00       956862       1687            1522.143
## 446           52084.29       958570       1708            1475.000
## 447           47440.00       958846        276            1411.857
## 448           46404.43       959008        162            1405.429
## 449           41349.86       960697       1689            1337.429
## 450           38934.29       962036       1339            1276.714
## 451           36641.43       964012       1976            1262.429
## 452           36330.43       965657       1645            1256.429
## 453           36104.71       967121       1464            1221.571
## 454           35464.14       967547        426            1243.000
## 455           35433.14       967715        168            1243.857
## 456           30735.00       966381       1281                  NA
## 457           31827.14       968324       1943                  NA
## 458           32742.00       970009       1685                  NA
## 459           30427.43       970806        797                  NA
## 460           30492.43       971087        281                  NA
##     total_cases_per_million new_cases_per_million
## 1                  49919.31               629.929
## 2                  50599.25               679.933
## 3                  51304.37               705.126
## 4                  52025.70               721.331
## 5                  52771.31               745.608
## 6                  53389.64               618.329
## 7                  53952.47               562.831
## 8                  54543.07               590.604
## 9                  55161.90               618.827
## 10                 55827.20               665.296
## 11                 56466.71               639.514
## 12                 56849.19               382.473
## 13                 57502.43               653.245
## 14                 57910.87               408.441
## 15                 58430.86               519.991
## 16                 59049.37               618.506
## 17                 59705.33               655.966
## 18                 60651.87               946.539
## 19                 61189.70               537.825
## 20                 62007.42               817.722
## 21                 62618.27               610.852
## 22                 63175.40               557.130
## 23                 63874.73               699.329
## 24                 64655.03               780.301
## 25                 65515.04               860.012
## 26                 66428.73               913.683
## 27                 67224.09               795.365
## 28                 67857.57               633.474
## 29                 68469.86               612.294
## 30                 69135.90               666.044
## 31                 69824.60               688.695
## 32                 70532.26               707.664
## 33                 71268.48               736.212
## 34                 71922.25               653.773
## 35                 72452.81               530.559
## 36                 72875.61               422.799
## 37                 73346.79               471.180
## 38                 73909.73               562.939
## 39                 74488.07               578.343
## 40                 75064.22               576.153
## 41                 75599.64               535.419
## 42                 76020.74               421.104
## 43                 76409.83               389.081
## 44                 76863.34               453.515
## 45                 77330.32               466.981
## 46                 77831.22               500.897
## 47                 78323.21               491.993
## 48                 78776.72               453.512
## 49                 79115.81               339.083
## 50                 79491.99               376.186
## 51                 79843.46               351.465
## 52                 80216.98               373.522
## 53                 80592.56               375.579
## 54                 80986.30               393.743
## 55                 81337.22               350.918
## 56                 81605.90               268.681
## 57                 81854.43               248.526
## 58                 82140.47               286.046
## 59                 82426.39               285.917
## 60                 82747.18               320.794
## 61                 83049.38               302.200
## 62                 83322.14               272.751
## 63                 83527.31               205.172
## 64                 83693.59               166.286
## 65                 83871.54               177.946
## 66                 84078.30               206.761
## 67                 84296.37               218.068
## 68                 84522.23               225.859
## 69                 84743.94               221.708
## 70                 84909.98               166.039
## 71                 85076.43               166.451
## 72                 85298.26               221.828
## 73                 85523.69               225.439
## 74                 85755.83               232.134
## 75                 85982.44               226.610
## 76                 86196.68               214.238
## 77                 86352.12               155.439
## 78                 86503.46               151.342
## 79                 86678.92               175.465
## 80                 86880.32               201.397
## 81                 87087.49               207.173
## 82                 87291.44               203.947
## 83                 87474.90               183.455
## 84                 87599.90               125.005
## 85                 87732.14               132.241
## 86                 87898.84               166.697
## 87                 88072.35               173.516
## 88                 88257.93               185.573
## 89                 88446.05               188.120
## 90                 88616.91               170.860
## 91                 88734.91               118.006
## 92                 88887.84               152.928
## 93                 89050.30               162.459
## 94                 89228.40               178.102
## 95                 89415.82               187.417
## 96                 89601.02               185.200
## 97                 89777.96               176.946
## 98                 89884.23               106.264
## 99                 90026.34               142.108
## 100                90185.18               158.845
## 101                90448.60               263.413
## 102                90651.79               203.193
## 103                90881.26               229.473
## 104                91073.98               192.716
## 105                91213.09               139.111
## 106                91410.38               197.297
## 107                91595.78               185.396
## 108                91804.66               208.876
## 109                92035.66               231.002
## 110                92258.14               222.483
## 111                92453.21               195.071
## 112                92567.08               113.870
## 113                92768.06               200.979
## 114                92956.98               188.919
## 115                93184.58               227.599
## 116                93425.31               240.728
## 117                93679.62               254.314
## 118                93891.99               212.363
## 119                94034.47               142.490
## 120                94220.77               186.294
## 121                94463.77               242.999
## 122                94690.90               227.133
## 123                94913.08               222.177
## 124                95163.94               250.866
## 125                95330.87               166.922
## 126                95462.54               131.670
## 127                95637.84               175.300
## 128                95825.58               187.742
## 129                96018.89               193.317
## 130                96219.35               200.457
## 131                96408.38               189.033
## 132                96573.71               165.330
## 133                96677.93               104.222
## 134                96804.73               126.798
## 135                96961.91               157.172
## 136                97127.71               165.802
## 137                97304.32               176.616
## 138                97478.88               174.558
## 139                97625.68               146.803
## 140                97717.51                91.822
## 141                97851.26               133.749
## 142                97980.04               128.787
## 143                98118.44               138.402
## 144                98257.21               138.765
## 145                98402.71               145.497
## 146                98509.99               107.280
## 147                98578.68                68.690
## 148                98675.68                97.010
## 149                98782.30               106.613
## 150                98890.87               108.574
## 151                99007.29               116.420
## 152                99134.13               126.843
## 153                99226.63                92.498
## 154                99279.82                53.191
## 155                99355.45                75.623
## 156                99442.26                86.815
## 157                99531.33                89.065
## 158                99622.12                90.792
## 159                99708.71                86.587
## 160                99772.55                63.845
## 161                99813.95                41.395
## 162                99879.50                65.554
## 163                99953.40                73.902
## 164               100027.36                73.956
## 165               100107.96                80.606
## 166               100174.79                66.822
## 167               100214.85                40.061
## 168               100236.97                22.126
## 169               100255.79                18.822
## 170               100318.24                62.442
## 171               100368.52                50.286
## 172               100423.78                55.257
## 173               100477.52                53.740
## 174               100524.41                46.892
## 175               100542.50                18.089
## 176               100584.69                42.194
## 177               100623.84                39.145
## 178               100679.58                55.741
## 179               100724.03                44.453
## 180               100799.57                75.536
## 181               100827.18                27.611
## 182               100843.01                15.827
## 183               100878.34                35.330
## 184               100910.60                32.266
## 185               100946.34                35.739
## 186               100981.68                35.342
## 187               101045.33                63.647
## 188               101072.54                27.211
## 189               101087.33                14.791
## 190               101118.96                31.627
## 191               101151.43                32.465
## 192               101189.47                38.046
## 193               101232.93                43.459
## 194               101306.84                73.908
## 195               101335.00                28.166
## 196               101348.89                13.886
## 197               101389.77                40.884
## 198               101412.20                22.423
## 199               101458.35                46.156
## 200               101503.78                45.426
## 201               101593.17                89.395
## 202               101609.45                16.271
## 203               101622.29                12.850
## 204               101649.05                26.752
## 205               101715.91                66.864
## 206               101776.51                60.601
## 207               101839.23                62.713
## 208               101982.15               142.928
## 209               102012.60                30.446
## 210               102047.90                35.303
## 211               102136.17                88.266
## 212               102215.90                79.735
## 213               102309.39                93.486
## 214               102405.43                96.043
## 215               102640.04               234.609
## 216               102682.45                42.407
## 217               102743.50                61.052
## 218               102890.11               146.614
## 219               103009.51               119.397
## 220               103152.86               143.349
## 221               103322.64               169.779
## 222               103685.49               362.855
## 223               103771.90                86.409
## 224               103855.88                83.979
## 225               104094.23               238.343
## 226               104289.41               195.185
## 227               104510.43               221.017
## 228               104728.35               217.923
## 229               105303.44               575.090
## 230               105435.42               131.983
## 231               105569.32               133.899
## 232               105894.47               325.149
## 233               106188.22               293.751
## 234               106495.85               307.628
## 235               106825.32               329.474
## 236               107581.96               756.640
## 237               107771.39               189.427
## 238               107876.11               104.720
## 239               108355.75               479.642
## 240               108709.58               353.826
## 241               109173.58               464.001
## 242               109606.26               432.678
## 243               110287.58               681.324
## 244               110507.21               219.627
## 245               110647.84               140.627
## 246               111231.08               583.242
## 247               111683.46               452.383
## 248               112186.93               503.471
## 249               112653.04               466.107
## 250               113371.41               718.375
## 251               113648.61               277.194
## 252               113781.42               132.812
## 253               114406.06               624.643
## 254               114870.14               464.079
## 255               115407.73               537.585
## 256               115959.93               552.207
## 257               116676.63               716.696
## 258               116914.16               237.529
## 259               117070.47               156.313
## 260               117757.81               687.340
## 261               118298.49               540.678
## 262               118870.54               572.047
## 263               119408.86               538.323
## 264               120115.97               707.111
## 265               120374.89               258.913
## 266               120565.68               190.796
## 267               120846.84               281.159
## 268               121474.04               627.199
## 269               122005.51               531.475
## 270               122505.36               499.848
## 271               123232.72               727.354
## 272               123501.29               268.570
## 273               123646.59               145.304
## 274               124279.14               632.546
## 275               124714.18               435.048
## 276               125235.66               521.478
## 277               125712.84               477.173
## 278               126346.20               633.369
## 279               126572.26               226.055
## 280               126706.97               134.707
## 281               127221.76               514.795
## 282               127587.37               365.613
## 283               127981.95               394.578
## 284               128369.90               387.952
## 285               128894.84               524.936
## 286               129077.62               182.785
## 287               129240.97               163.342
## 288               129707.39               466.422
## 289               130046.24               338.846
## 290               130411.02               364.787
## 291               130742.93               331.904
## 292               131207.80               464.878
## 293               131353.93               146.127
## 294               131488.40               134.464
## 295               131915.94               427.541
## 296               132202.11               286.178
## 297               132539.37               337.251
## 298               132844.35               304.985
## 299               133239.54               395.188
## 300               133356.99               117.453
## 301               133476.27               119.277
## 302               133763.35               287.079
## 303               134095.75               332.400
## 304               134421.61               325.864
## 305               134682.93               261.322
## 306               135011.87               328.937
## 307               135132.27               120.400
## 308               135227.38                95.111
## 309               135522.97               295.589
## 310               135769.43               246.456
## 311               136044.70               275.271
## 312               136279.09               234.387
## 313               136567.58               288.494
## 314               136665.57                97.992
## 315               136723.10                57.525
## 316               137059.75               336.656
## 317               137260.24               200.490
## 318               137568.21               307.970
## 319               137794.18               225.968
## 320               138079.85               285.667
## 321               138183.50               103.648
## 322               138281.01                97.517
## 323               138619.69               338.678
## 324               138826.19               206.494
## 325               139083.43               257.243
## 326               139328.15               244.723
## 327               139618.99               290.843
## 328               139724.92               105.925
## 329               139835.63               110.713
## 330               140166.41               330.778
## 331               140402.20               235.793
## 332               140687.82               285.616
## 333               140861.63               173.810
## 334               141292.38               430.749
## 335               141425.27               132.893
## 336               141521.17                95.901
## 337               141922.03               400.856
## 338               142184.60               262.568
## 339               142523.47               338.870
## 340               142853.89               330.424
## 341               143234.90               381.013
## 342               143371.99               137.083
## 343               143491.57               119.586
## 344               143924.62               433.047
## 345               144199.40               274.779
## 346               144534.01               334.608
## 347               144653.72               119.712
## 348               144813.58               159.855
## 349               144893.77                80.198
## 350               145023.54               129.769
## 351               145581.03               557.491
## 352               145933.24               352.210
## 353               146345.33               412.090
## 354               146762.59               417.263
## 355               147239.26               476.662
## 356               147439.39               200.138
## 357               147605.30               165.907
## 358               148137.70               532.400
## 359               148478.21               340.507
## 360               148928.74               450.535
## 361               149302.86               374.110
## 362               149777.95               475.094
## 363               149948.66               170.713
## 364               150105.86               157.199
## 365               150661.80               555.941
## 366               151007.66               345.860
## 367               151439.17               431.506
## 368               151865.14               425.977
## 369               152443.99               578.847
## 370               152683.60               239.611
## 371               152952.02               268.414
## 372               153672.04               720.024
## 373               154211.04               538.999
## 374               154943.10               732.055
## 375               155753.35               810.258
## 376               156500.50               747.146
## 377               156761.07               260.574
## 378               157296.68               535.608
## 379               158799.29              1502.611
## 380               159886.01              1086.716
## 381               161393.76              1507.757
## 382               163167.79              1774.023
## 383               164711.49              1543.706
## 384               165279.19               567.697
## 385               166137.21               858.024
## 386               169273.02              3135.806
## 387               171711.58              2438.559
## 388               173701.72              1990.141
## 389               176209.11              2507.390
## 390               178821.54              2612.429
## 391               180016.53              1194.986
## 392               181473.88              1457.351
## 393               185625.45              4151.569
## 394               187987.56              2362.116
## 395               190537.20              2549.635
## 396               193125.57              2588.375
## 397               195768.23              2642.653
## 398               196997.80              1229.572
## 399               198439.42              1441.629
## 400               200460.11              2020.681
## 401               203852.26              3392.150
## 402               206580.06              2727.801
## 403               208780.98              2200.925
## 404               211307.64              2526.653
## 405               212220.48               912.839
## 406               213317.67              1097.196
## 407               216079.95              2762.284
## 408               217564.42              1484.469
## 409               219439.36              1874.935
## 410               220960.06              1520.703
## 411               222805.77              1845.705
## 412               223344.75               538.984
## 413               223940.19               595.437
## 414               225564.83              1624.640
## 415               226543.90               979.073
## 416               227533.36               989.460
## 417               228359.66               826.298
## 418               229426.96              1067.308
## 419               229687.74               260.772
## 420               229938.88               251.139
## 421               230977.56              1038.682
## 422               231621.71               644.152
## 423               232188.20               566.484
## 424               232703.18               514.984
## 425               233332.45               629.269
## 426               233488.93               156.487
## 427               233664.31               175.372
## 428               234174.59               510.283
## 429               234508.72               334.133
## 430               234853.85               345.127
## 431               235159.72               305.868
## 432               235596.00               436.279
## 433               235690.69                94.691
## 434               235759.97                69.282
## 435               236008.64               248.673
## 436               236277.09               268.447
## 437               236532.71               255.624
## 438               236734.15               201.436
## 439               236958.13               223.976
## 440               237100.68               142.550
## 441               237155.62                54.945
## 442               237452.40               296.775
## 443               237592.58               140.189
## 444               237753.05               160.461
## 445               237899.20               146.154
## 446               238053.27               154.069
## 447               238098.17                44.897
## 448               238131.34                33.171
## 449               238321.83               190.496
## 450               238411.23                89.398
## 451               238523.48               112.251
## 452               238663.10               139.615
## 453               238812.42               149.323
## 454               238843.85                31.428
## 455               238876.37                32.519
## 456               239057.48                76.746
## 457               239192.69               135.215
## 458               239351.54               158.851
## 459               239452.20               100.656
## 460               239485.00                32.795
##     new_cases_smoothed_per_million total_deaths_per_million
## 1                          663.817                  916.489
## 2                          663.716                  925.461
## 3                          670.789                  936.671
## 4                          672.135                  947.034
## 5                          676.070                  955.871
## 6                          668.006                  964.315
## 7                          666.155                  969.460
## 8                          660.537                  974.855
## 9                          651.808                  984.765
## 10                         646.118                  994.917
## 11                         634.430                 1003.694
## 12                         582.554                 1008.230
## 13                         587.542                 1013.964
## 14                         565.486                 1018.287
## 15                         555.398                 1023.925
## 16                         555.352                 1034.783
## 17                         554.019                 1046.597
## 18                         597.880                 1056.591
## 19                         620.073                 1063.325
## 20                         643.570                 1070.991
## 21                         672.486                 1075.307
## 22                         677.791                 1081.252
## 23                         689.338                 1092.077
## 24                         707.100                 1103.870
## 25                         694.739                 1115.963
## 26                         748.433                 1128.546
## 27                         745.239                 1138.323
## 28                         748.471                 1144.643
## 29                         756.351                 1150.164
## 30                         751.596                 1163.345
## 31                         738.510                 1175.414
## 32                         716.746                 1186.804
## 33                         691.393                 1198.255
## 34                         671.165                 1209.008
## 35                         656.463                 1214.989
## 36                         629.392                 1219.689
## 37                         601.555                 1226.889
## 38                         583.589                 1240.235
## 39                         565.115                 1252.662
## 40                         542.249                 1264.007
## 41                         525.342                 1274.688
## 42                         509.705                 1280.269
## 43                         504.889                 1285.586
## 44                         502.365                 1297.547
## 45                         488.657                 1309.947
## 46                         477.593                 1321.511
## 47                         465.570                 1332.322
## 48                         453.869                 1341.036
## 49                         442.152                 1346.914
## 50                         440.310                 1352.249
## 51                         425.731                 1362.864
## 52                         412.380                 1374.630
## 53                         394.477                 1386.293
## 54                         380.442                 1397.329
## 55                         365.785                 1405.551
## 56                         355.728                 1409.987
## 57                         337.491                 1414.346
## 58                         328.145                 1423.552
## 59                         315.630                 1433.786
## 60                         307.804                 1443.371
## 61                         294.726                 1452.034
## 62                         283.559                 1458.931
## 63                         274.487                 1462.529
## 64                         262.738                 1465.380
## 65                         247.295                 1470.318
## 66                         235.987                 1477.665
## 67                         221.312                 1485.496
## 68                         210.406                 1493.111
## 69                         203.114                 1498.917
## 70                         197.524                 1502.602
## 71                         197.548                 1506.210
## 72                         203.816                 1513.047
## 73                         206.485                 1522.851
## 74                         208.494                 1530.150
## 75                         208.601                 1536.623
## 76                         207.534                 1541.195
## 77                         206.020                 1544.520
## 78                         203.862                 1548.482
## 79                         197.238                 1554.288
## 80                         193.804                 1562.026
## 81                         190.238                 1567.889
## 82                         187.000                 1573.065
## 83                         182.603                 1577.661
## 84                         178.255                 1579.796
## 85                         175.526                 1581.914
## 86                         174.274                 1587.273
## 87                         170.291                 1591.998
## 88                         167.205                 1596.726
## 89                         164.944                 1601.024
## 90                         163.145                 1603.980
## 91                         162.145                 1605.578
## 92                         165.100                 1607.716
## 93                         164.495                 1611.504
## 94                         165.150                 1615.160
## 95                         165.413                 1620.113
## 96                         164.996                 1623.255
## 97                         165.866                 1625.586
## 98                         164.188                 1627.851
## 99                         162.643                 1629.542
## 100                        162.126                 1632.413
## 101                        174.313                 1636.901
## 102                        176.567                 1641.028
## 103                        182.892                 1644.552
## 104                        185.145                 1647.030
## 105                        189.837                 1648.420
## 106                        197.721                 1650.322
## 107                        201.514                 1653.046
## 108                        193.723                 1656.356
## 109                        197.696                 1659.715
## 110                        196.697                 1662.424
## 111                        197.034                 1664.740
## 112                        193.428                 1665.671
## 113                        193.954                 1667.116
## 114                        194.457                 1669.621
## 115                        197.132                 1677.449
## 116                        198.521                 1680.531
## 117                        203.069                 1683.261
## 118                        205.539                 1685.460
## 119                        209.627                 1686.325
## 120                        207.530                 1687.662
## 121                        215.255                 1690.305
## 122                        215.189                 1693.113
## 123                        212.539                 1695.829
## 124                        212.046                 1698.433
## 125                        205.554                 1700.566
## 126                        204.009                 1701.605
## 127                        202.438                 1703.068
## 128                        194.544                 1705.612
## 129                        189.713                 1708.292
## 130                        186.610                 1711.109
## 131                        177.777                 1713.374
## 132                        177.550                 1715.669
## 133                        173.629                 1716.570
## 134                        166.700                 1717.994
## 135                        162.333                 1720.015
## 136                        158.402                 1723.031
## 137                        154.996                 1725.689
## 138                        152.928                 1728.110
## 139                        150.282                 1730.345
## 140                        148.510                 1731.312
## 141                        149.503                 1732.748
## 142                        145.448                 1735.485
## 143                        141.534                 1737.942
## 144                        136.127                 1740.408
## 145                        131.975                 1742.859
## 146                        126.329                 1744.766
## 147                        123.024                 1745.541
## 148                        117.776                 1746.728
## 149                        114.608                 1748.794
## 150                        110.347                 1751.206
## 151                        107.155                 1753.573
## 152                        104.490                 1755.481
## 153                        102.378                 1757.073
## 154                        100.164                 1757.878
## 155                         97.109                 1759.052
## 156                         94.281                 1761.401
## 157                         91.494                 1763.447
## 158                         87.832                 1765.516
## 159                         82.081                 1767.388
## 160                         77.988                 1768.851
## 161                         76.303                 1769.439
## 162                         74.865                 1770.737
## 163                         73.020                 1772.680
## 164                         70.861                 1775.666
## 165                         69.406                 1779.709
## 166                         66.583                 1781.301
## 167                         63.185                 1782.358
## 168                         60.432                 1782.806
## 169                         53.756                 1783.323
## 170                         52.119                 1785.224
## 171                         48.738                 1786.912
## 172                         45.117                 1788.823
## 173                         43.248                 1790.397
## 174                         44.224                 1792.151
## 175                         43.647                 1792.640
## 176                         46.986                 1793.590
## 177                         43.658                 1794.551
## 178                         44.437                 1795.993
## 179                         42.893                 1797.251
## 180                         46.007                 1798.858
## 181                         43.253                 1799.687
## 182                         42.929                 1800.009
## 183                         41.949                 1800.567
## 184                         40.966                 1801.559
## 185                         38.109                 1802.724
## 186                         36.807                 1803.685
## 187                         35.109                 1805.506
## 188                         35.052                 1806.052
## 189                         34.904                 1806.280
## 190                         34.375                 1807.061
## 191                         34.403                 1808.098
## 192                         34.733                 1809.293
## 193                         35.892                 1810.324
## 194                         37.358                 1811.895
## 195                         37.494                 1812.360
## 196                         37.365                 1812.591
## 197                         38.688                 1813.030
## 198                         37.253                 1814.015
## 199                         38.412                 1814.925
## 200                         38.693                 1815.775
## 201                         40.905                 1817.079
## 202                         39.206                 1817.358
## 203                         39.058                 1817.482
## 204                         37.039                 1817.857
## 205                         43.388                 1818.761
## 206                         45.451                 1819.731
## 207                         47.921                 1820.461
## 208                         55.568                 1821.852
## 209                         57.593                 1822.110
## 210                         60.801                 1822.477
## 211                         69.589                 1823.165
## 212                         71.427                 1824.246
## 213                         76.125                 1825.231
## 214                         80.887                 1826.220
## 215                         93.984                 1827.586
## 216                         95.693                 1827.818
## 217                         99.371                 1828.079
## 218                        107.707                 1828.653
## 219                        113.373                 1829.518
## 220                        120.496                 1830.602
## 221                        131.030                 1831.467
## 222                        149.350                 1833.140
## 223                        155.636                 1833.519
## 224                        158.912                 1833.813
## 225                        172.016                 1834.597
## 226                        182.843                 1835.925
## 227                        193.938                 1837.057
## 228                        200.816                 1838.018
## 229                        231.135                 1840.665
## 230                        237.646                 1841.169
## 231                        244.777                 1841.845
## 232                        257.178                 1842.875
## 233                        271.259                 1844.606
## 234                        283.632                 1846.222
## 235                        299.568                 1847.778
## 236                        325.503                 1851.181
## 237                        333.710                 1851.947
## 238                        329.541                 1852.319
## 239                        351.612                 1853.884
## 240                        360.194                 1856.392
## 241                        382.533                 1858.765
## 242                        397.276                 1861.832
## 243                        386.517                 1864.983
## 244                        390.831                 1865.782
## 245                        395.961                 1866.395
## 246                        410.761                 1869.471
## 247                        424.840                 1872.547
## 248                        430.479                 1876.148
## 249                        435.254                 1881.486
## 250                        440.547                 1885.868
## 251                        448.771                 1887.562
## 252                        447.655                 1888.175
## 253                        453.569                 1892.173
## 254                        455.240                 1896.421
## 255                        460.113                 1901.043
## 256                        472.413                 1907.631
## 257                        472.174                 1912.833
## 258                        466.507                 1914.783
## 259                        469.865                 1915.714
## 260                        478.821                 1920.838
## 261                        489.764                 1925.104
## 262                        494.687                 1931.225
## 263                        492.704                 1940.216
## 264                        491.335                 1946.034
## 265                        494.389                 1947.983
## 266                        499.316                 1949.200
## 267                        441.290                 1951.074
## 268                        453.650                 1957.298
## 269                        447.854                 1964.117
## 270                        442.357                 1973.789
## 271                        445.249                 1981.226
## 272                        446.629                 1983.695
## 273                        440.130                 1984.806
## 274                        490.328                 1991.316
## 275                        462.878                 1996.990
## 276                        461.450                 2005.217
## 277                        458.210                 2015.586
## 278                        444.784                 2022.942
## 279                        438.710                 2025.883
## 280                        437.196                 2027.048
## 281                        420.375                 2033.981
## 282                        410.456                 2041.334
## 283                        392.327                 2049.394
## 284                        379.581                 2059.270
## 285                        364.091                 2066.698
## 286                        357.909                 2069.173
## 287                        362.000                 2070.879
## 288                        355.090                 2077.725
## 289                        351.266                 2085.244
## 290                        347.010                 2093.107
## 291                        339.003                 2101.533
## 292                        330.424                 2107.949
## 293                        325.187                 2110.421
## 294                        321.061                 2112.031
## 295                        315.507                 2117.807
## 296                        307.983                 2123.415
## 297                        304.049                 2131.381
## 298                        300.204                 2138.798
## 299                        290.248                 2144.208
## 300                        286.151                 2145.490
## 301                        283.982                 2146.923
## 302                        263.916                 2150.470
## 303                        270.519                 2157.349
## 304                        268.892                 2167.006
## 305                        262.655                 2173.515
## 306                        253.190                 2178.910
## 307                        253.611                 2180.550
## 308                        250.159                 2181.935
## 309                        251.375                 2187.261
## 310                        239.097                 2193.668
## 311                        231.870                 2203.202
## 312                        228.022                 2209.185
## 313                        222.244                 2214.766
## 314                        219.043                 2216.391
## 315                        213.674                 2217.154
## 316                        219.540                 2221.585
## 317                        212.974                 2226.343
## 318                        217.645                 2232.512
## 319                        216.442                 2238.051
## 320                        216.038                 2243.236
## 321                        216.846                 2244.353
## 322                        222.560                 2245.053
## 323                        222.848                 2248.904
## 324                        223.706                 2252.716
## 325                        216.459                 2258.600
## 326                        219.139                 2262.223
## 327                        219.878                 2268.627
## 328                        220.203                 2270.017
## 329                        222.088                 2270.615
## 330                        220.960                 2274.400
## 331                        225.145                 2278.674
## 332                        229.199                 2283.730
## 333                        219.068                 2286.349
## 334                        239.055                 2293.741
## 335                        242.908                 2295.423
## 336                        240.792                 2296.006
## 337                        250.803                 2299.953
## 338                        254.628                 2303.954
## 339                        262.235                 2308.892
## 340                        284.609                 2312.956
## 341                        277.504                 2318.342
## 342                        278.102                 2319.697
## 343                        281.486                 2320.343
## 344                        286.085                 2324.130
## 345                        287.829                 2328.257
## 346                        287.220                 2333.403
## 347                        257.118                 2334.818
## 348                        225.524                 2335.932
## 349                        217.398                 2336.869
## 350                        218.852                 2337.605
## 351                        236.630                 2343.417
## 352                        247.692                 2348.341
## 353                        258.761                 2354.519
## 354                        301.268                 2366.264
## 355                        346.526                 2370.995
## 356                        363.660                 2373.008
## 357                        368.823                 2374.170
## 358                        365.239                 2378.447
## 359                        363.567                 2383.151
## 360                        369.059                 2388.606
## 361                        362.894                 2393.307
## 362                        362.670                 2398.714
## 363                        358.467                 2400.516
## 364                        357.223                 2401.570
## 365                        360.586                 2405.812
## 366                        361.350                 2410.483
## 367                        358.632                 2417.235
## 368                        366.041                 2421.092
## 369                        380.863                 2426.661
## 370                        390.706                 2428.592
## 371                        406.594                 2429.481
## 372                        430.034                 2434.263
## 373                        457.626                 2440.112
## 374                        500.561                 2452.716
## 375                        555.458                 2456.885
## 376                        579.501                 2458.960
## 377                        582.496                 2459.648
## 378                        620.666                 2460.691
## 379                        732.464                 2466.070
## 380                        810.710                 2473.027
## 381                        921.524                 2480.101
## 382                       1059.205                 2484.589
## 383                       1172.999                 2486.727
## 384                       1216.874                 2487.893
## 385                       1262.933                 2489.028
## 386                       1496.247                 2494.564
## 387                       1689.367                 2501.503
## 388                       1758.279                 2508.054
## 389                       1863.046                 2514.161
## 390                       2015.721                 2521.358
## 391                       2105.334                 2523.782
## 392                       2190.952                 2525.533
## 393                       2336.061                 2531.652
## 394                       2325.140                 2539.095
## 395                       2405.068                 2547.506
## 396                       2416.637                 2555.018
## 397                       2420.955                 2563.221
## 398                       2425.896                 2566.126
## 399                       2423.650                 2568.337
## 400                       2119.237                 2571.389
## 401                       2266.385                 2579.481
## 402                       2291.837                 2589.808
## 403                       2236.487                 2598.416
## 404                       2219.916                 2608.521
## 405                       2174.668                 2611.405
## 406                       2125.464                 2613.510
## 407                       2231.407                 2620.098
## 408                       1958.881                 2629.623
## 409                       1837.043                 2641.070
## 410                       1739.868                 2648.691
## 411                       1642.590                 2660.979
## 412                       1589.182                 2664.451
## 413                       1517.502                 2665.812
## 414                       1354.982                 2673.808
## 415                       1282.782                 2683.817
## 416                       1156.286                 2694.531
## 417                       1057.085                 2701.788
## 418                        945.886                 2714.140
## 419                        906.141                 2716.744
## 420                        856.956                 2718.084
## 421                        773.247                 2727.362
## 422                        725.402                 2736.340
## 423                        664.977                 2746.643
## 424                        620.503                 2756.355
## 425                        557.926                 2764.420
## 426                        543.028                 2766.817
## 427                        532.204                 2768.472
## 428                        456.719                 2778.039
## 429                        412.430                 2785.855
## 430                        380.808                 2795.401
## 431                        350.934                 2804.109
## 432                        323.364                 2811.561
## 433                        314.536                 2813.495
## 434                        299.381                 2814.766
## 435                        262.008                 2817.460
## 436                        252.624                 2823.999
## 437                        239.838                 2833.302
## 438                        224.919                 2842.187
## 439                        194.590                 2848.309
## 440                        201.427                 2850.466
## 441                        199.379                 2851.087
## 442                        206.250                 2857.591
## 443                        187.928                 2862.889
## 444                        174.333                 2869.125
## 445                        166.436                 2874.192
## 446                        156.449                 2879.323
## 447                        142.499                 2880.152
## 448                        139.388                 2880.639
## 449                        124.205                 2885.712
## 450                        116.950                 2889.734
## 451                        110.062                 2895.669
## 452                        109.128                 2900.611
## 453                        108.450                 2905.008
## 454                        106.526                 2906.288
## 455                        106.433                 2906.792
## 456                         92.321                 2902.785
## 457                         95.601                 2908.622
## 458                         98.349                 2913.683
## 459                         91.397                 2916.077
## 460                         91.592                 2916.921
##     new_deaths_per_million new_deaths_smoothed_per_million reproduction_rate
## 1                    4.953                           7.712              1.07
## 2                    8.972                           7.885              1.05
## 3                   11.210                           8.121              1.04
## 4                   10.363                           8.320              1.03
## 5                    8.837                           8.132              1.02
## 6                    8.444                           8.252              1.00
## 7                    5.145                           8.275              0.99
## 8                    5.395                           8.338              0.98
## 9                    9.909                           8.472              0.96
## 10                  10.153                           8.321              0.94
## 11                   8.777                           8.094              0.92
## 12                   4.536                           7.480              0.91
## 13                   5.734                           7.093              0.94
## 14                   4.322                           6.975              0.97
## 15                   5.638                           7.010              1.00
## 16                  10.859                           7.146              1.04
## 17                  11.814                           7.383              1.07
## 18                   9.994                           7.557              1.09
## 19                   6.734                           7.871              1.08
## 20                   7.666                           8.147              1.09
## 21                   4.316                           8.146              1.09
## 22                   5.944                           8.190              1.09
## 23                  10.826                           8.185              1.09
## 24                  11.793                           8.182              1.10
## 25                  12.093                           8.482              1.10
## 26                  12.583                           9.317              1.09
## 27                   9.777                           9.619              1.06
## 28                   6.320                           9.905              1.03
## 29                   5.521                           9.845              1.01
## 30                  13.181                          10.181              0.98
## 31                  12.069                          10.221              0.95
## 32                  11.390                          10.120              0.93
## 33                  11.450                           9.958              0.92
## 34                  10.753                          10.098              0.90
## 35                   5.981                          10.049              0.88
## 36                   4.701                           9.932              0.86
## 37                   7.200                           9.078              0.85
## 38                  13.346                           9.260              0.85
## 39                  12.427                           9.408              0.85
## 40                  11.345                           9.393              0.85
## 41                  10.681                           9.383              0.85
## 42                   5.581                           9.326              0.85
## 43                   5.317                           9.414              0.85
## 44                  11.961                          10.094              0.85
## 45                  12.400                           9.959              0.84
## 46                  11.565                           9.836              0.84
## 47                  10.811                           9.759              0.84
## 48                   8.714                           9.478              0.84
## 49                   5.878                           9.521              0.83
## 50                   5.335                           9.523              0.83
## 51                  10.615                           9.331              0.81
## 52                  11.766                           9.240              0.80
## 53                  11.664                           9.255              0.79
## 54                  11.036                           9.287              0.79
## 55                   8.221                           9.216              0.79
## 56                   4.437                           9.010              0.79
## 57                   4.358                           8.871              0.78
## 58                   9.207                           8.670              0.78
## 59                  10.234                           8.451              0.77
## 60                   9.585                           8.154              0.77
## 61                   8.663                           7.815              0.76
## 62                   6.897                           7.626              0.76
## 63                   3.599                           7.506              0.75
## 64                   2.851                           7.291              0.74
## 65                   4.938                           6.681              0.73
## 66                   7.347                           6.268              0.74
## 67                   7.831                           6.018              0.76
## 68                   7.615                           5.868              0.78
## 69                   5.806                           5.712              0.81
## 70                   3.686                           5.725              0.83
## 71                   3.608                           5.833              0.86
## 72                   6.837                           6.104              0.87
## 73                   9.804                           6.455              0.88
## 74                   7.299                           6.379              0.88
## 75                   6.473                           6.216              0.89
## 76                   4.572                           6.040              0.89
## 77                   3.325                           5.988              0.89
## 78                   3.962                           6.039              0.88
## 79                   5.806                           5.892              0.88
## 80                   7.738                           5.596              0.88
## 81                   5.863                           5.391              0.88
## 82                   5.175                           5.206              0.88
## 83                   4.596                           5.209              0.88
## 84                   2.136                           5.039              0.88
## 85                   2.118                           4.776              0.89
## 86                   5.359                           4.712              0.89
## 87                   4.725                           4.282              0.90
## 88                   4.728                           4.119              0.91
## 89                   4.298                           3.994              0.92
## 90                   2.956                           3.760              0.93
## 91                   1.598                           3.683              0.95
## 92                   2.139                           3.686              0.96
## 93                   3.788                           3.462              0.96
## 94                   3.656                           3.309              0.96
## 95                   4.953                           3.341              0.98
## 96                   3.142                           3.176              0.98
## 97                   2.331                           3.087              1.00
## 98                   2.265                           3.182              1.01
## 99                   1.691                           3.118              1.03
## 100                  2.872                           2.987              1.06
## 101                  4.488                           3.106              1.10
## 102                  4.127                           2.988              1.09
## 103                  3.523                           3.042              1.09
## 104                  2.478                           3.063              1.08
## 105                  1.391                           2.939              1.08
## 106                  1.901                           2.969              1.07
## 107                  2.724                           2.948              1.06
## 108                  3.310                           2.779              1.05
## 109                  3.358                           2.669              1.05
## 110                  2.709                           2.553              1.04
## 111                  2.316                           2.530              1.04
## 112                  0.931                           2.464              1.04
## 113                  1.445                           2.399              1.05
## 114                  2.505                           2.368              1.05
## 115                  7.828                           3.013              1.05
## 116                  3.082                           2.974              1.06
## 117                  2.730                           2.977              1.06
## 118                  2.199                           2.960              1.05
## 119                  0.865                           2.951              1.05
## 120                  1.337                           2.935              1.04
## 121                  2.643                           2.955              1.03
## 122                  2.809                           2.238              1.01
## 123                  2.715                           2.185              0.99
## 124                  2.604                           2.167              0.97
## 125                  2.133                           2.158              0.95
## 126                  1.039                           2.183              0.94
## 127                  1.463                           2.201              0.93
## 128                  2.544                           2.187              0.92
## 129                  2.679                           2.168              0.90
## 130                  2.818                           2.183              0.89
## 131                  2.265                           2.134              0.88
## 132                  2.295                           2.158              0.88
## 133                  0.901                           2.138              0.88
## 134                  1.424                           2.132              0.87
## 135                  2.022                           2.058              0.87
## 136                  3.016                           2.106              0.87
## 137                  2.658                           2.083              0.87
## 138                  2.421                           2.105              0.88
## 139                  2.235                           2.097              0.88
## 140                  0.967                           2.106              0.87
## 141                  1.436                           2.108              0.86
## 142                  2.736                           2.210              0.85
## 143                  2.457                           2.130              0.83
## 144                  2.466                           2.103              0.82
## 145                  2.451                           2.107              0.82
## 146                  1.907                           2.060              0.82
## 147                  0.775                           2.033              0.82
## 148                  1.186                           1.997              0.82
## 149                  2.067                           1.901              0.81
## 150                  2.412                           1.895              0.81
## 151                  2.367                           1.881              0.81
## 152                  1.907                           1.803              0.81
## 153                  1.592                           1.758              0.81
## 154                  0.805                           1.762              0.80
## 155                  1.174                           1.761              0.80
## 156                  2.349                           1.801              0.78
## 157                  2.046                           1.749              0.77
## 158                  2.070                           1.706              0.76
## 159                  1.871                           1.701              0.76
## 160                  1.463                           1.683              0.77
## 161                  0.589                           1.652              0.79
## 162                  1.298                           1.669              0.79
## 163                  1.943                           1.611              0.78
## 164                  2.986                           1.746              0.77
## 165                  4.043                           2.028              0.74
## 166                  1.592                           1.988              0.72
## 167                  1.057                           1.930              0.71
## 168                  0.448                           1.910              0.71
## 169                  0.517                           1.798              0.71
## 170                  1.901                           1.792              0.75
## 171                  1.688                           1.607              0.75
## 172                  1.910                           1.302              0.76
## 173                  1.574                           1.299              0.77
## 174                  1.754                           1.399              0.81
## 175                  0.490                           1.405              0.83
## 176                  0.949                           1.467              0.85
## 177                  0.961                           1.332              0.85
## 178                  1.442                           1.297              0.86
## 179                  1.259                           1.204              0.86
## 180                  1.607                           1.209              0.86
## 181                  0.829                           1.077              0.85
## 182                  0.321                           1.053              0.85
## 183                  0.559                           0.997              0.84
## 184                  0.991                           1.001              0.84
## 185                  1.165                           0.962              0.84
## 186                  0.961                           0.919              0.85
## 187                  1.820                           0.950              0.87
## 188                  0.547                           0.909              0.91
## 189                  0.228                           0.896              0.92
## 190                  0.781                           0.928              0.94
## 191                  1.036                           0.934              0.96
## 192                  1.196                           0.938              0.98
## 193                  1.030                           0.948              1.01
## 194                  1.571                           0.913              1.02
## 195                  0.466                           0.901              1.04
## 196                  0.231                           0.902              1.04
## 197                  0.439                           0.853              1.04
## 198                  0.985                           0.845              1.03
## 199                  0.910                           0.805              1.08
## 200                  0.850                           0.779              1.11
## 201                  1.304                           0.741              1.12
## 202                  0.279                           0.714              1.14
## 203                  0.123                           0.699              1.17
## 204                  0.375                           0.690              1.22
## 205                  0.904                           0.678              1.33
## 206                  0.970                           0.687              1.38
## 207                  0.730                           0.669              1.41
## 208                  1.391                           0.682              1.44
## 209                  0.258                           0.679              1.44
## 210                  0.366                           0.714              1.45
## 211                  0.688                           0.758              1.47
## 212                  1.081                           0.784              1.48
## 213                  0.985                           0.786              1.49
## 214                  0.988                           0.823              1.51
## 215                  1.367                           0.819              1.53
## 216                  0.231                           0.815              1.51
## 217                  0.261                           0.800              1.51
## 218                  0.574                           0.784              1.51
## 219                  0.865                           0.753              1.50
## 220                  1.084                           0.767              1.52
## 221                  0.865                           0.750              1.54
## 222                  1.673                           0.793              1.54
## 223                  0.378                           0.814              1.52
## 224                  0.294                           0.819              1.50
## 225                  0.784                           0.849              1.49
## 226                  1.328                           0.915              1.48
## 227                  1.132                           0.922              1.48
## 228                  0.961                           0.936              1.48
## 229                  2.646                           1.075              1.50
## 230                  0.505                           1.093              1.47
## 231                  0.676                           1.147              1.44
## 232                  1.030                           1.183              1.41
## 233                  1.730                           1.240              1.40
## 234                  1.616                           1.309              1.38
## 235                  1.556                           1.394              1.39
## 236                  3.403                           1.502              1.39
## 237                  0.766                           1.540              1.36
## 238                  0.372                           1.496              1.32
## 239                  1.565                           1.573              1.30
## 240                  2.508                           1.684              1.28
## 241                  2.373                           1.792              1.26
## 242                  3.067                           2.008              1.23
## 243                  3.151                           1.972              1.20
## 244                  0.799                           1.976              1.20
## 245                  0.613                           2.011              1.21
## 246                  3.076                           2.227              1.20
## 247                  3.076                           2.308              1.19
## 248                  3.602                           2.483              1.17
## 249                  5.338                           2.808              1.14
## 250                  4.382                           2.984              1.12
## 251                  1.694                           3.111              1.13
## 252                  0.613                           3.111              1.13
## 253                  3.998                           3.243              1.13
## 254                  4.247                           3.411              1.11
## 255                  4.623                           3.556              1.10
## 256                  6.587                           3.735              1.09
## 257                  5.203                           3.852              1.07
## 258                  1.949                           3.889              1.07
## 259                  0.931                           3.934              1.08
## 260                  5.124                           4.095              1.10
## 261                  4.265                           4.098              1.08
## 262                  6.122                           4.312              1.05
## 263                  8.990                           4.655              1.03
## 264                  5.818                           4.743              1.00
## 265                  1.949                           4.743              0.99
## 266                  1.217                           4.784              0.98
## 267                  1.874                           4.319              0.96
## 268                  6.224                           4.599              1.00
## 269                  6.819                           4.699              1.01
## 270                  9.672                           4.796              1.01
## 271                  7.437                           5.027              1.01
## 272                  2.469                           5.102              1.01
## 273                  1.111                           5.087              1.00
## 274                  6.509                           5.749              1.00
## 275                  5.674                           5.670              0.98
## 276                  8.227                           5.872              0.97
## 277                 10.369                           5.971              0.95
## 278                  7.356                           5.959              0.94
## 279                  2.941                           6.027              0.93
## 280                  1.165                           6.035              0.91
## 281                  6.933                           6.095              0.90
## 282                  7.353                           6.335              0.88
## 283                  8.059                           6.311              0.88
## 284                  9.876                           6.241              0.88
## 285                  7.428                           6.251              0.89
## 286                  2.475                           6.184              0.90
## 287                  1.706                           6.262              0.90
## 288                  6.846                           6.249              0.90
## 289                  7.518                           6.273              0.89
## 290                  7.864                           6.245              0.88
## 291                  8.426                           6.038              0.88
## 292                  6.416                           5.893              0.89
## 293                  2.472                           5.893              0.89
## 294                  1.610                           5.879              0.89
## 295                  5.776                           5.726              0.89
## 296                  5.608                           5.453              0.88
## 297                  7.966                           5.468              0.88
## 298                  7.416                           5.324              0.88
## 299                  5.410                           5.180              0.88
## 300                  1.283                           5.010              0.88
## 301                  1.433                           4.985              0.88
## 302                  3.547                           4.666              0.88
## 303                  6.879                           4.848              0.90
## 304                  9.657                           5.089              0.90
## 305                  6.509                           4.960              0.89
## 306                  5.395                           4.958              0.88
## 307                  1.640                           5.009              0.88
## 308                  1.385                           5.002              0.88
## 309                  5.326                           5.256              0.88
## 310                  6.407                           5.188              0.88
## 311                  9.534                           5.171              0.89
## 312                  5.984                           5.096              0.89
## 313                  5.581                           5.122              0.90
## 314                  1.625                           5.120              0.91
## 315                  0.763                           5.031              0.92
## 316                  4.431                           4.903              0.95
## 317                  4.758                           4.668              0.96
## 318                  6.170                           4.187              0.98
## 319                  5.539                           4.124              0.98
## 320                  5.185                           4.067              0.98
## 321                  1.117                           3.995              0.98
## 322                  0.700                           3.986              0.99
## 323                  3.851                           3.903              0.99
## 324                  3.812                           3.768              0.99
## 325                  5.884                           3.727              1.00
## 326                  3.623                           3.453              1.01
## 327                  6.404                           3.627              1.02
## 328                  1.391                           3.666              1.03
## 329                  0.598                           3.652              1.04
## 330                  3.785                           3.642              1.04
## 331                  4.274                           3.708              1.05
## 332                  5.055                           3.590              1.07
## 333                  2.619                           3.447              1.08
## 334                  7.392                           3.588              1.13
## 335                  1.682                           3.629              1.12
## 336                  0.583                           3.627              1.11
## 337                  3.947                           3.650              1.11
## 338                  4.001                           3.611              1.12
## 339                  4.938                           3.595              1.12
## 340                  4.064                           3.801              1.13
## 341                  5.386                           3.514              1.11
## 342                  1.355                           3.468              1.08
## 343                  0.646                           3.477              1.05
## 344                  3.788                           3.454              1.01
## 345                  4.127                           3.472              0.99
## 346                  5.145                           3.502              0.96
## 347                  1.415                           3.123              0.92
## 348                  1.114                           2.513              0.95
## 349                  0.937                           2.453              1.04
## 350                  0.736                           2.466              1.15
## 351                  5.812                           2.755              1.24
## 352                  4.923                           2.869              1.27
## 353                  6.179                           3.017              1.27
## 354                 11.745                           4.492              1.27
## 355                  4.731                           5.009              1.25
## 356                  2.013                           5.163              1.21
## 357                  1.162                           5.224              1.17
## 358                  4.277                           5.004              1.14
## 359                  4.704                           4.973              1.13
## 360                  5.455                           4.870              1.12
## 361                  4.701                           3.863              1.11
## 362                  5.407                           3.960              1.11
## 363                  1.802                           3.930              1.11
## 364                  1.054                           3.914              1.10
## 365                  4.241                           3.909              1.09
## 366                  4.671                           3.904              1.11
## 367                  6.752                           4.090              1.14
## 368                  3.857                           3.969              1.18
## 369                  5.569                           3.992              1.23
## 370                  1.931                           4.011              1.27
## 371                  0.889                           3.987              1.29
## 372                  4.782                           4.065              1.31
## 373                  5.848                           4.233              1.35
## 374                 12.604                           5.069              1.40
## 375                  4.169                           5.113              1.44
## 376                  2.076                           4.614              1.46
## 377                  0.688                           4.437              1.51
## 378                  1.042                           4.458              1.58
## 379                  5.380                           4.544              1.64
## 380                  6.957                           4.702              1.67
## 381                  7.074                           3.912              1.70
## 382                  4.488                           3.958              1.69
## 383                  2.139                           3.967              1.65
## 384                  1.165                           4.035              1.62
## 385                  1.135                           4.048              1.64
## 386                  5.536                           4.071              1.67
## 387                  6.939                           4.068              1.63
## 388                  6.551                           3.993              1.56
## 389                  6.107                           4.225              1.51
## 390                  7.197                           4.947              1.46
## 391                  2.424                           5.127              1.42
## 392                  1.751                           5.215              1.38
## 393                  6.119                           5.298              1.35
## 394                  7.443                           5.370              1.27
## 395                  8.411                           5.636              1.22
## 396                  7.512                           5.837              1.17
## 397                  8.203                           5.981              1.13
## 398                  2.905                           6.049              1.10
## 399                  2.211                           6.115              1.06
## 400                  3.052                           5.677              1.02
## 401                  8.092                           5.769              1.05
## 402                 10.327                           6.043              1.03
## 403                  8.609                           6.200              0.99
## 404                 10.105                           6.471              0.96
## 405                  2.884                           6.468              0.93
## 406                  2.106                           6.453              0.89
## 407                  6.587                           6.958              0.85
## 408                  9.525                           7.163              0.81
## 409                 11.447                           7.323              0.79
## 410                  7.621                           7.182              0.77
## 411                 12.288                           7.494              0.75
## 412                  3.472                           7.578              0.73
## 413                  1.361                           7.472              0.69
## 414                  7.996                           7.673              0.66
## 415                 10.009                           7.742              0.63
## 416                 10.714                           7.637              0.61
## 417                  7.257                           7.585              0.61
## 418                 12.351                           7.594              0.61
## 419                  2.604                           7.470              0.60
## 420                  1.340                           7.467              0.59
## 421                  9.279                           7.651              0.58
## 422                  8.978                           7.503              0.57
## 423                 10.303                           7.445              0.55
## 424                  9.711                           7.795              0.55
## 425                  8.065                           7.183              0.55
## 426                  2.397                           7.153              0.55
## 427                  1.655                           7.198              0.54
## 428                  9.567                           7.240              0.53
## 429                  7.816                           7.073              0.52
## 430                  9.546                           6.965              0.52
## 431                  8.708                           6.822              0.53
## 432                  7.452                           6.734              0.55
## 433                  1.934                           6.668              0.54
## 434                  1.271                           6.613              0.54
## 435                  2.694                           5.632              0.53
## 436                  6.539                           5.449              0.56
## 437                  9.303                           5.415              0.57
## 438                  8.885                           5.440              0.58
## 439                  6.122                           5.250              0.60
## 440                  2.157                           5.281              0.62
## 441                  0.622                           5.189              0.63
## 442                  6.503                           5.733              0.63
## 443                  5.299                           5.556              0.61
## 444                  6.236                           5.118              0.59
## 445                  5.067                           4.572              0.59
## 446                  5.130                           4.431              0.60
## 447                  0.829                           4.241              0.62
## 448                  0.487                           4.222              0.63
## 449                  5.073                           4.017              0.65
## 450                  4.022                           3.835              0.65
## 451                  5.935                           3.792              0.66
## 452                  4.941                           3.774              0.68
## 453                  4.398                           3.669              0.71
## 454                  1.280                           3.734              0.71
## 455                  0.505                           3.736              0.72
## 456                  3.848                              NA              0.78
## 457                  5.836                              NA              0.82
## 458                  5.061                              NA              0.84
## 459                  2.394                              NA              0.83
## 460                  0.844                              NA              0.83
##     icu_patients icu_patients_per_million hosp_patients
## 1          25560                   76.776        109689
## 2          25812                   77.533        110996
## 3          25974                   78.020        112009
## 4          25894                   77.780        112445
## 5          25950                   77.948        112114
## 6          25801                   77.500        111037
## 7          26057                   78.269        112401
## 8          26431                   79.393        114648
## 9          26730                   80.291        117527
## 10         26928                   80.885        118105
## 11         26714                   80.243        116273
## 12         26559                   79.777        113495
## 13         26734                   80.303        115520
## 14         27063                   81.291        118987
## 15         27519                   82.661        121424
## 16         27782                   83.451        122664
## 17         27697                   83.195        123921
## 18         27748                   83.349        123346
## 19         27471                   82.517        121053
## 20         27614                   82.946        122668
## 21         28006                   84.124        125595
## 22         28266                   84.905        127426
## 23         28528                   85.692        128858
## 24         28608                   85.932        129805
## 25         28491                   85.580        128819
## 26         28365                   85.202        127893
## 27         28187                   84.667        126426
## 28         28370                   85.217        126538
## 29         28739                   86.325        127639
## 30         28891                   86.782        127090
## 31         28734                   86.310        126585
## 32         28527                   85.689        133268
## 33         28422                   85.373        123790
## 34         28120                   84.466        121139
## 35         27891                   83.778        120835
## 36         27831                   83.598        120422
## 37         27584                   82.856        119383
## 38         27003                   81.111        117143
## 39         26517                   79.651        114100
## 40         26006                   78.116        111835
## 41         25364                   76.188        108126
## 42         25121                   75.458        107008
## 43         25003                   75.103        106268
## 44         24897                   74.785        104627
## 45         24360                   73.172        102664
## 46         23786                   71.448        100052
## 47         23121                   69.450         96111
## 48         22708                   68.210         92548
## 49         22503                   67.594         91438
## 50         22230                   66.774         90582
## 51         21767                   65.383         89004
## 52         21405                   64.296         87294
## 53         20872                   62.695         84604
## 54         20354                   61.139         82139
## 55         19863                   59.664         79113
## 56         19377                   58.204         77866
## 57         19328                   58.057         76870
## 58         18929                   56.858         75626
## 59         18316                   55.017         72859
## 60         17714                   53.209         70110
## 61         17334                   52.067         67539
## 62         16865                   50.659         64762
## 63         16350                   49.112         63300
## 64         16227                   48.742         62214
## 65         15921                   47.823         61504
## 66         15579                   46.796         62253
## 67         15024                   45.129         58309
## 68         14492                   43.531         56739
## 69         14111                   42.386         54402
## 70         13724                   41.224         53615
## 71         13671                   41.065         53026
## 72         13354                   40.112         51984
## 73         12892                   38.725         50965
## 74         12464                   37.439         49047
## 75         12165                   36.541         47229
## 76         11716                   35.192         45336
## 77         11552                   34.700         44874
## 78         11362                   34.129         43721
## 79         11040                   33.162         42650
## 80         10745                   32.275         42159
## 81         10556                   31.708         40176
## 82         10323                   31.008         39582
## 83         10029                   30.125         38207
## 84          9848                   29.581         37770
## 85          9790                   29.407         37687
## 86          9612                   28.872         37040
## 87          9456                   28.404         36666
## 88          9242                   27.761         35915
## 89          9120                   27.394         35648
## 90          8907                   26.755         34984
## 91          8775                   26.358         34413
## 92          8787                   26.394         34701
## 93          8736                   26.241         34577
## 94          8682                   26.079         34595
## 95          8521                   25.595         34104
## 96          8422                   25.298         34035
## 97          8241                   24.754         33214
## 98          8127                   24.412         33283
## 99          8347                   25.072         33742
## 100         8379                   25.169         33996
## 101         8489                   25.499         34368
## 102         8338                   25.045         34362
## 103         8329                   25.018         34634
## 104         8201                   24.634         33946
## 105         8359                   25.109         34464
## 106         8439                   25.349         35027
## 107         8572                   25.748         35418
## 108         8502                   25.538         35568
## 109         8470                   25.442         35571
## 110         8466                   25.430         35607
## 111         8541                   25.655         35195
## 112         8606                   25.850         35675
## 113         8849                   26.580         36624
## 114         9012                   27.070         37551
## 115         9024                   27.106         37752
## 116         9194                   27.617         37953
## 117         9145                   27.469         37856
## 118         9130                   27.424         37546
## 119         9245                   27.770         38089
## 120         9452                   28.392         38927
## 121         9536                   28.644         39201
## 122         9583                   28.785         39474
## 123         9476                   28.464         39188
## 124         9530                   28.626         39406
## 125         9551                   28.689         39012
## 126         9632                   28.932         39460
## 127         9828                   29.521         40212
## 128         9918                   29.791         40206
## 129         9917                   29.788         40051
## 130         9842                   29.563         39201
## 131         9705                   29.152         38562
## 132         9572                   28.752         37357
## 133         9546                   28.674         37133
## 134         9759                   29.314         37540
## 135         9665                   29.031         37207
## 136         9537                   28.647         36886
## 137         9371                   28.148         35988
## 138         9242                   27.761         35364
## 139         9105                   27.349         34005
## 140         9075                   27.259         33764
## 141         9209                   27.662         33964
## 142         9180                   27.575         33755
## 143         8954                   26.896         33349
## 144         8833                   26.532         32505
## 145         8646                   25.971         31832
## 146         8468                   25.436         30635
## 147         8359                   25.109         30154
## 148         8341                   25.054         29987
## 149         8298                   24.925         29482
## 150         8115                   24.376         29116
## 151         7917                   23.781         28174
## 152         7628                   22.913         27422
## 153         7409                   22.255         26184
## 154         7270                   21.837         25646
## 155         7299                   21.925         25563
## 156         7163                   21.516         25023
## 157         7059                   21.204         24929
## 158         6841                   20.549         23954
## 159         6664                   20.017         23397
## 160         6472                   19.440         22643
## 161         6412                   19.260         22445
## 162         6419                   19.281         22431
## 163         6311                   18.957         22087
## 164         6140                   18.443         21603
## 165         6000                   18.023         21056
## 166         5778                   17.356         20398
## 167         5606                   16.839         19474
## 168         5525                   16.596         19062
## 169         5542                   16.647         18678
## 170         5491                   16.494         18657
## 171         5322                   15.986         18087
## 172         5175                   15.545         17634
## 173         4995                   15.004         16970
## 174         4768                   14.322         16298
## 175         4677                   14.049         15987
## 176         4685                   14.073         15742
## 177         4608                   13.841         15630
## 178         4479                   13.454         15266
## 179         4383                   13.166         14838
## 180         4300                   12.916         14421
## 181         4186                   12.574         13940
## 182         4049                   12.162         13957
## 183         4068                   12.219         13929
## 184         3939                   11.832         13722
## 185         3880                   11.655         13496
## 186         3806                   11.432         13094
## 187         3739                   11.231         12855
## 188         3673                   11.033         12483
## 189         3663                   11.003         12503
## 190         3708                   11.138         12593
## 191         3744                   11.246         12539
## 192         3700                   11.114         12612
## 193         3636                   10.922         12397
## 194         3617                   10.865         12408
## 195         3562                   10.699         12238
## 196         3525                   10.588         12233
## 197         3617                   10.865         12510
## 198         3676                   11.042         12664
## 199         3673                   11.033         12881
## 200         3614                   10.856         12865
## 201         4027                   12.096         13236
## 202         3753                   11.273         12918
## 203         3777                   11.345         13121
## 204         3883                   11.664         13433
## 205         3980                   11.955         13974
## 206         4132                   12.412         14665
## 207         4297                   12.907         15074
## 208         4369                   13.123         15409
## 209         4442                   13.343         15710
## 210         4637                   13.928         16396
## 211         4883                   14.667         17330
## 212         5072                   15.235         18204
## 213         5255                   15.785         19085
## 214         5474                   16.443         19915
## 215         5785                   17.377         20874
## 216         5994                   18.005         21595
## 217         6272                   18.840         22564
## 218         6717                   20.176         24261
## 219         7115                   21.372         25700
## 220         7408                   22.252         27057
## 221         7687                   23.090         28605
## 222         8097                   24.322         30295
## 223         8419                   25.289         31469
## 224         8867                   26.634         33406
## 225         9448                   28.380         35748
## 226         9994                   30.020         38296
## 227        10378                   31.173         40482
## 228        10919                   32.798         42200
## 229        11463                   34.432         44541
## 230        12109                   36.373         46428
## 231        12698                   38.142         48538
## 232        13481                   40.494         51780
## 233        14052                   42.209         54470
## 234        14635                   43.960         56954
## 235        15193                   45.636         59587
## 236        15732                   47.255         62122
## 237        16164                   48.553         63544
## 238        16784                   50.415         66369
## 239        17707                   53.188         69838
## 240        18264                   54.861         72521
## 241        19016                   57.120         74850
## 242        19537                   58.685         76968
## 243        20076                   60.304         78580
## 244        20401                   61.280         79622
## 245        21077                   63.310         81624
## 246        21673                   65.101         84313
## 247        22303                   66.993         86744
## 248        22700                   68.186         88657
## 249        23034                   69.189         89427
## 250        23399                   70.285         90191
## 251        23653                   71.048         90417
## 252        24082                   72.337         92239
## 253        24559                   73.770         94682
## 254        25053                   75.253         95991
## 255        25071                   75.307         96009
## 256        25249                   75.842         96369
## 257        25365                   76.191         96192
## 258        25435                   76.401         95071
## 259        25781                   77.440         96125
## 260        25919                   77.855         97200
## 261        25904                   77.810         97820
## 262        25973                   78.017         98027
## 263        26045                   78.233         97811
## 264        25961                   77.981         96835
## 265        25609                   76.924         95082
## 266        25630                   76.987         95280
## 267        25801                   77.500         95910
## 268        26099                   78.395         96810
## 269        26008                   78.122         96525
## 270        25925                   77.873         95684
## 271        25747                   77.338         94559
## 272        25326                   76.073         91979
## 273        25292                   75.971         91541
## 274        25514                   76.638         92158
## 275        25218                   75.749         90633
## 276        24886                   74.752         89577
## 277        24734                   74.295         88250
## 278        24435                   73.397         86780
## 279        23978                   72.024         84373
## 280        23779                   71.427         83494
## 281        23686                   71.147         83675
## 282        23536                   70.697         82358
## 283        23136                   69.495         80874
## 284        22585                   67.840         79242
## 285        22185                   66.639         77387
## 286        21727                   65.263         74807
## 287        21543                   64.710         74161
## 288        21256                   63.848         73886
## 289        20882                   62.725         72525
## 290        20406                   61.295         70722
## 291        19802                   59.481         68918
## 292        19272                   57.889         67124
## 293        18942                   56.897         64834
## 294        18770                   56.381         64381
## 295        18674                   56.092         64486
## 296        18261                   54.852         63506
## 297        17915                   53.813         62392
## 298        17482                   52.512         61093
## 299        17010                   51.094         59459
## 300        17622                   52.932         57938
## 301        18131                   54.461         57494
## 302        18096                   54.356         57618
## 303        17969                   53.975         56985
## 304        17751                   53.320         55892
## 305        17281                   51.908         54564
## 306        17015                   51.109         53356
## 307        16459                   49.439         51835
## 308        16271                   48.874         51502
## 309        16486                   49.520         51723
## 310        16269                   48.868         50595
## 311        15972                   47.976         49315
## 312        15606                   46.877         48405
## 313        15395                   46.243         47452
## 314        14962                   44.942         46396
## 315        14720                   44.215         46112
## 316        14913                   44.795         46378
## 317        14854                   44.618         45821
## 318        14704                   44.167         45006
## 319        14419                   43.311         44195
## 320        12455                   37.412         43513
## 321        12152                   36.502         42764
## 322        12092                   36.322         42511
## 323        12108                   36.370         42623
## 324        11947                   35.886         42290
## 325        11767                   35.345         41982
## 326        11555                   34.709         41356
## 327        11341                   34.066         40944
## 328        11231                   33.735         40175
## 329        11210                   33.672         40471
## 330        11332                   34.039         41348
## 331        11356                   34.111         41730
## 332        11289                   33.910         41810
## 333        11280                   33.883         41717
## 334        11271                   33.855         41632
## 335        11296                   33.931         41371
## 336        11264                   33.834         41871
## 337        11534                   34.645         43285
## 338        11599                   34.841         44008
## 339        11665                   35.039         44369
## 340        11792                   35.420         45095
## 341        11823                   35.514         45157
## 342        11785                   35.399         44825
## 343        11973                   35.964         45373
## 344        12296                   36.934         46834
## 345        12329                   37.033         47702
## 346        12448                   37.391         47900
## 347        12471                   37.460         47297
## 348        12654                   38.010         48189
## 349        12849                   38.595         49069
## 350        13105                   39.364         50165
## 351        13379                   40.187         51812
## 352        13545                   40.686         52643
## 353        13671                   41.065         53310
## 354        13772                   41.368         53586
## 355        13888                   41.716         54392
## 356        13942                   41.879         54572
## 357        14149                   42.500         55670
## 358        14455                   43.419         57447
## 359        14771                   44.369         58938
## 360        14901                   44.759         59721
## 361        14992                   45.033         60371
## 362        15236                   45.765         61162
## 363        15326                   46.036         60921
## 364        15595                   46.844         61722
## 365        15914                   47.802         63084
## 366        15993                   48.039         63244
## 367        15896                   47.748         63229
## 368        15909                   47.787         63105
## 369        15941                   47.883         63090
## 370        15906                   47.778         62004
## 371        15983                   48.009         62545
## 372        16210                   48.691         63764
## 373        16148                   48.505         64086
## 374        16251                   48.814         65048
## 375        16187                   48.622         65661
## 376        16240                   48.781         65821
## 377        16356                   49.130         66446
## 378        16590                   49.833         69732
## 379        17075                   51.289         74692
## 380        17274                   51.887         79671
## 381        17830                   53.557         85514
## 382        18158                   54.542         89961
## 383        18382                   55.215         93776
## 384        18863                   56.660         96560
## 385        19606                   58.892        102693
## 386        20341                   61.100        108779
## 387        21040                   63.199        114863
## 388        21532                   64.677        121478
## 389        22134                   66.485        126993
## 390        22862                   68.672        131875
## 391        23150                   69.537        133605
## 392        23800                   71.490        137280
## 393        24487                   73.553        142248
## 394        25081                   75.338        145833
## 395        25334                   76.097        149706
## 396        25558                   76.770        151017
## 397        25734                   77.299        152057
## 398        25802                   77.503        149526
## 399        25867                   77.698        150021
## 400        26077                   78.329        150910
## 401        26372                   79.215        153236
## 402        26463                   79.489        154540
## 403        26283                   78.948        152940
## 404        26023                   78.167        150246
## 405        25679                   77.134        145688
## 406        25528                   76.680        144778
## 407        25562                   76.782        144759
## 408        25311                   76.028        143297
## 409        25078                   75.329        141699
## 410        24470                   73.502        137501
## 411        24021                   72.154        133317
## 412        23432                   70.384        127040
## 413        23196                   69.675        125814
## 414        22909                   68.813        124054
## 415        22670                   68.095        120532
## 416        21913                   65.822        117188
## 417        21333                   64.079        112670
## 418        20576                   61.806        107685
## 419        19642                   59.000        101694
## 420        19280                   57.913         99087
## 421        18979                   57.009         97280
## 422        18351                   55.122         93609
## 423        17719                   53.224         90123
## 424        17049                   51.211         86057
## 425        16133                   48.460         81534
## 426        15445                   46.393         76857
## 427        14899                   44.753         74367
## 428        14404                   43.266         72121
## 429        13827                   41.533         68741
## 430        13153                   39.509         65255
## 431        12551                   37.700         61872
## 432        11921                   35.808         58668
## 433        11238                   33.756         54817
## 434        10778                   32.375         52978
## 435        10456                   31.407         51326
## 436        10177                   30.569         49434
## 437         9632                   28.932         47085
## 438         9414                   28.277         45811
## 439         8908                   26.758         43438
## 440         8289                   24.898         40665
## 441         7881                   23.673         39329
## 442         7551                   22.681         37884
## 443         7330                   22.018         36224
## 444         6989                   20.993         34724
## 445         6676                   20.053         32908
## 446         6216                   18.671         30705
## 447         5843                   17.551         28535
## 448         5653                   16.980         27719
## 449         5491                   16.494         27074
## 450         5118                   15.373         25787
## 451         4876                   14.646         24767
## 452         4629                   13.904         23718
## 453         4363                   13.105         22390
## 454         4069                   12.222         21088
## 455         3960                   11.895         20389
## 456         3503                   10.522         18511
## 457         3451                   10.366         17935
## 458         3293                    9.891         17396
## 459         3115                    9.357         16502
## 460         3045                    9.146         15631
##     hosp_patients_per_million weekly_icu_admissions
## 1                     329.480                    NA
## 2                     333.406                    NA
## 3                     336.449                    NA
## 4                     337.759                    NA
## 5                     336.765                    NA
## 6                     333.530                    NA
## 7                     337.627                    NA
## 8                     344.376                    NA
## 9                     353.024                    NA
## 10                    354.760                    NA
## 11                    349.257                    NA
## 12                    340.913                    NA
## 13                    346.995                    NA
## 14                    357.409                    NA
## 15                    364.730                    NA
## 16                    368.454                    NA
## 17                    372.230                    NA
## 18                    370.503                    NA
## 19                    363.615                    NA
## 20                    368.466                    NA
## 21                    377.258                    NA
## 22                    382.758                    NA
## 23                    387.060                    NA
## 24                    389.904                    NA
## 25                    386.943                    NA
## 26                    384.161                    NA
## 27                    379.755                    NA
## 28                    380.091                    NA
## 29                    383.398                    NA
## 30                    381.749                    NA
## 31                    380.232                    NA
## 32                    400.306                    NA
## 33                    371.837                    NA
## 34                    363.874                    NA
## 35                    362.960                    NA
## 36                    361.720                    NA
## 37                    358.599                    NA
## 38                    351.871                    NA
## 39                    342.730                    NA
## 40                    335.927                    NA
## 41                    324.786                    NA
## 42                    321.427                    NA
## 43                    319.205                    NA
## 44                    314.275                    NA
## 45                    308.379                    NA
## 46                    300.533                    NA
## 47                    288.695                    NA
## 48                    277.993                    NA
## 49                    274.659                    NA
## 50                    272.087                    NA
## 51                    267.347                    NA
## 52                    262.211                    NA
## 53                    254.131                    NA
## 54                    246.727                    NA
## 55                    237.637                    NA
## 56                    233.891                    NA
## 57                    230.900                    NA
## 58                    227.163                    NA
## 59                    218.852                    NA
## 60                    210.594                    NA
## 61                    202.872                    NA
## 62                    194.530                    NA
## 63                    190.139                    NA
## 64                    186.876                    NA
## 65                    184.744                    NA
## 66                    186.994                    NA
## 67                    175.147                    NA
## 68                    170.431                    NA
## 69                    163.411                    NA
## 70                    161.047                    NA
## 71                    159.278                    NA
## 72                    156.148                    NA
## 73                    153.087                    NA
## 74                    147.326                    NA
## 75                    141.865                    NA
## 76                    136.179                    NA
## 77                    134.791                    NA
## 78                    131.328                    NA
## 79                    128.111                    NA
## 80                    126.636                    NA
## 81                    120.679                    NA
## 82                    118.895                    NA
## 83                    114.765                    NA
## 84                    113.452                    NA
## 85                    113.203                    NA
## 86                    111.260                    NA
## 87                    110.136                    NA
## 88                    107.880                    NA
## 89                    107.078                    NA
## 90                    105.084                    NA
## 91                    103.369                    NA
## 92                    104.234                    NA
## 93                    103.861                    NA
## 94                    103.915                    NA
## 95                    102.441                    NA
## 96                    102.233                    NA
## 97                     99.767                    NA
## 98                     99.974                    NA
## 99                    101.353                    NA
## 100                   102.116                    NA
## 101                   103.234                    NA
## 102                   103.216                    NA
## 103                   104.033                    NA
## 104                   101.966                    NA
## 105                   103.522                    NA
## 106                   105.213                    NA
## 107                   106.387                    NA
## 108                   106.838                    NA
## 109                   106.847                    NA
## 110                   106.955                    NA
## 111                   105.718                    NA
## 112                   107.159                    NA
## 113                   110.010                    NA
## 114                   112.795                    NA
## 115                   113.398                    NA
## 116                   114.002                    NA
## 117                   113.711                    NA
## 118                   112.780                    NA
## 119                   114.411                    NA
## 120                   116.928                    NA
## 121                   117.751                    NA
## 122                   118.571                    NA
## 123                   117.712                    NA
## 124                   118.367                    NA
## 125                   117.183                    NA
## 126                   118.529                    NA
## 127                   120.788                    NA
## 128                   120.770                    NA
## 129                   120.304                    NA
## 130                   117.751                    NA
## 131                   115.831                    NA
## 132                   112.212                    NA
## 133                   111.539                    NA
## 134                   112.761                    NA
## 135                   111.761                    NA
## 136                   110.797                    NA
## 137                   108.100                    NA
## 138                   106.225                    NA
## 139                   102.143                    NA
## 140                   101.419                    NA
## 141                   102.020                    NA
## 142                   101.392                    NA
## 143                   100.173                    NA
## 144                    97.638                    NA
## 145                    95.616                    NA
## 146                    92.020                    NA
## 147                    90.576                    NA
## 148                    90.074                    NA
## 149                    88.557                    NA
## 150                    87.458                    NA
## 151                    84.628                    NA
## 152                    82.369                    NA
## 153                    78.651                    NA
## 154                    77.035                    NA
## 155                    76.785                    NA
## 156                    75.163                    NA
## 157                    74.881                    NA
## 158                    71.952                    NA
## 159                    70.279                    NA
## 160                    68.014                    NA
## 161                    67.420                    NA
## 162                    67.378                    NA
## 163                    66.344                    NA
## 164                    64.890                    NA
## 165                    63.247                    NA
## 166                    61.271                    NA
## 167                    58.495                    NA
## 168                    57.258                    NA
## 169                    56.104                    NA
## 170                    56.041                    NA
## 171                    54.329                    NA
## 172                    52.968                    NA
## 173                    50.974                    NA
## 174                    48.955                    NA
## 175                    48.021                    NA
## 176                    47.285                    NA
## 177                    46.949                    NA
## 178                    45.856                    NA
## 179                    44.570                    NA
## 180                    43.317                    NA
## 181                    41.873                    NA
## 182                    41.924                    NA
## 183                    41.839                    NA
## 184                    41.218                    NA
## 185                    40.539                    NA
## 186                    39.331                    NA
## 187                    38.613                    NA
## 188                    37.496                    NA
## 189                    37.556                    NA
## 190                    37.826                    NA
## 191                    37.664                    NA
## 192                    37.884                    NA
## 193                    37.238                    NA
## 194                    37.271                    NA
## 195                    36.760                    NA
## 196                    36.745                    NA
## 197                    37.577                    NA
## 198                    38.040                    NA
## 199                    38.692                    NA
## 200                    38.643                    NA
## 201                    39.758                    NA
## 202                    38.803                    NA
## 203                    39.412                    NA
## 204                    40.350                    NA
## 205                    41.975                    NA
## 206                    44.050                    NA
## 207                    45.279                    NA
## 208                    46.285                    NA
## 209                    47.189                    NA
## 210                    49.250                    NA
## 211                    52.055                    NA
## 212                    54.681                    NA
## 213                    57.327                    NA
## 214                    59.820                    NA
## 215                    62.701                    NA
## 216                    64.866                    NA
## 217                    67.777                    NA
## 218                    72.874                    NA
## 219                    77.197                    NA
## 220                    81.273                    NA
## 221                    85.923                    NA
## 222                    90.999                    NA
## 223                    94.526                    NA
## 224                   100.344                    NA
## 225                   107.379                    NA
## 226                   115.032                    NA
## 227                   121.599                    NA
## 228                   126.759                    NA
## 229                   133.791                    NA
## 230                   139.459                    NA
## 231                   145.797                    NA
## 232                   155.535                    NA
## 233                   163.615                    NA
## 234                   171.077                    NA
## 235                   178.986                    NA
## 236                   186.600                    NA
## 237                   190.872                    NA
## 238                   199.357                    NA
## 239                   209.777                    NA
## 240                   217.836                    NA
## 241                   224.832                    NA
## 242                   231.194                    NA
## 243                   236.036                    NA
## 244                   239.166                    NA
## 245                   245.180                    NA
## 246                   253.257                    NA
## 247                   260.559                    NA
## 248                   266.305                    NA
## 249                   268.618                    NA
## 250                   270.913                    NA
## 251                   271.592                    NA
## 252                   277.065                    NA
## 253                   284.403                    NA
## 254                   288.335                    NA
## 255                   288.389                    NA
## 256                   289.470                    NA
## 257                   288.939                    NA
## 258                   285.571                    NA
## 259                   288.737                    NA
## 260                   291.966                    NA
## 261                   293.829                    NA
## 262                   294.450                    NA
## 263                   293.802                    NA
## 264                   290.870                    NA
## 265                   285.604                    NA
## 266                   286.199                    NA
## 267                   288.091                    NA
## 268                   290.795                    NA
## 269                   289.939                    NA
## 270                   287.413                    NA
## 271                   284.033                    NA
## 272                   276.284                    NA
## 273                   274.968                    NA
## 274                   276.821                    NA
## 275                   272.241                    NA
## 276                   269.069                    NA
## 277                   265.083                    NA
## 278                   260.667                    NA
## 279                   253.437                    NA
## 280                   250.797                    NA
## 281                   251.340                    NA
## 282                   247.384                    NA
## 283                   242.927                    NA
## 284                   238.025                    NA
## 285                   232.453                    NA
## 286                   224.703                    NA
## 287                   222.763                    NA
## 288                   221.936                    NA
## 289                   217.848                    NA
## 290                   212.433                    NA
## 291                   207.014                    NA
## 292                   201.625                    NA
## 293                   194.746                    NA
## 294                   193.386                    NA
## 295                   193.701                    NA
## 296                   190.757                    NA
## 297                   187.411                    NA
## 298                   183.509                    NA
## 299                   178.601                    NA
## 300                   174.032                    NA
## 301                   172.699                    NA
## 302                   173.071                    NA
## 303                   171.170                    NA
## 304                   167.887                    NA
## 305                   163.898                    NA
## 306                   160.269                    NA
## 307                   155.700                    NA
## 308                   154.700                    NA
## 309                   155.364                    NA
## 310                   151.976                    NA
## 311                   148.131                    NA
## 312                   145.397                    NA
## 313                   142.535                    NA
## 314                   139.363                    NA
## 315                   138.510                    NA
## 316                   139.309                    NA
## 317                   137.636                    NA
## 318                   135.188                    NA
## 319                   132.752                    NA
## 320                   130.703                    NA
## 321                   128.453                    NA
## 322                   127.693                    NA
## 323                   128.030                    NA
## 324                   127.029                    NA
## 325                   126.104                    NA
## 326                   124.224                    NA
## 327                   122.986                    NA
## 328                   120.676                    NA
## 329                   121.566                    NA
## 330                   124.200                    NA
## 331                   125.347                    NA
## 332                   125.588                    NA
## 333                   125.308                    NA
## 334                   125.053                    NA
## 335                   124.269                    NA
## 336                   125.771                    NA
## 337                   130.018                    NA
## 338                   132.190                    NA
## 339                   133.274                    NA
## 340                   135.455                    NA
## 341                   135.641                    NA
## 342                   134.644                    NA
## 343                   136.290                    NA
## 344                   140.679                    NA
## 345                   143.286                    NA
## 346                   143.881                    NA
## 347                   142.069                    NA
## 348                   144.749                    NA
## 349                   147.392                    NA
## 350                   150.684                    NA
## 351                   155.631                    NA
## 352                   158.127                    NA
## 353                   160.131                    NA
## 354                   160.960                    NA
## 355                   163.381                    NA
## 356                   163.922                    NA
## 357                   167.220                    NA
## 358                   172.558                    NA
## 359                   177.036                    NA
## 360                   179.388                    NA
## 361                   181.341                    NA
## 362                   183.717                    NA
## 363                   182.993                    NA
## 364                   185.399                    NA
## 365                   189.490                    NA
## 366                   189.970                    NA
## 367                   189.925                    NA
## 368                   189.553                    NA
## 369                   189.508                    NA
## 370                   186.246                    NA
## 371                   187.871                    NA
## 372                   191.532                    NA
## 373                   192.500                    NA
## 374                   195.389                    NA
## 375                   197.230                    NA
## 376                   197.711                    NA
## 377                   199.588                    NA
## 378                   209.459                    NA
## 379                   224.358                    NA
## 380                   239.313                    NA
## 381                   256.864                    NA
## 382                   270.222                    NA
## 383                   281.681                    NA
## 384                   290.044                    NA
## 385                   308.466                    NA
## 386                   326.747                    NA
## 387                   345.022                    NA
## 388                   364.892                    NA
## 389                   381.458                    NA
## 390                   396.122                    NA
## 391                   401.319                    NA
## 392                   412.357                    NA
## 393                   427.280                    NA
## 394                   438.049                    NA
## 395                   449.682                    NA
## 396                   453.620                    NA
## 397                   456.744                    NA
## 398                   449.142                    NA
## 399                   450.628                    NA
## 400                   453.299                    NA
## 401                   460.286                    NA
## 402                   464.202                    NA
## 403                   459.396                    NA
## 404                   451.304                    NA
## 405                   437.613                    NA
## 406                   434.880                    NA
## 407                   434.823                    NA
## 408                   430.431                    NA
## 409                   425.631                    NA
## 410                   413.021                    NA
## 411                   400.453                    NA
## 412                   381.599                    NA
## 413                   377.916                    NA
## 414                   372.630                    NA
## 415                   362.050                    NA
## 416                   352.006                    NA
## 417                   338.435                    NA
## 418                   323.461                    NA
## 419                   305.465                    NA
## 420                   297.634                    NA
## 421                   292.207                    NA
## 422                   281.180                    NA
## 423                   270.709                    NA
## 424                   258.495                    NA
## 425                   244.909                    NA
## 426                   230.861                    NA
## 427                   223.381                    NA
## 428                   216.635                    NA
## 429                   206.482                    NA
## 430                   196.011                    NA
## 431                   185.849                    NA
## 432                   176.225                    NA
## 433                   164.658                    NA
## 434                   159.134                    NA
## 435                   154.171                    NA
## 436                   148.488                    NA
## 437                   141.432                    NA
## 438                   137.606                    NA
## 439                   130.478                    NA
## 440                   122.148                    NA
## 441                   118.135                    NA
## 442                   113.795                    NA
## 443                   108.809                    NA
## 444                   104.303                    NA
## 445                    98.848                    NA
## 446                    92.231                    NA
## 447                    85.713                    NA
## 448                    83.261                    NA
## 449                    81.324                    NA
## 450                    77.458                    NA
## 451                    74.394                    NA
## 452                    71.243                    NA
## 453                    67.254                    NA
## 454                    63.343                    NA
## 455                    61.244                    NA
## 456                    55.603                    NA
## 457                    53.873                    NA
## 458                    52.254                    NA
## 459                    49.568                    NA
## 460                    46.952                    NA
##     weekly_icu_admissions_per_million weekly_hosp_admissions
## 1                                  NA                 102441
## 2                                  NA                 103842
## 3                                  NA                 104315
## 4                                  NA                 104300
## 5                                  NA                 104298
## 6                                  NA                 104395
## 7                                  NA                 104856
## 8                                  NA                 105463
## 9                                  NA                 106043
## 10                                 NA                 106930
## 11                                 NA                 107484
## 12                                 NA                 106724
## 13                                 NA                 104936
## 14                                 NA                 106216
## 15                                 NA                 106869
## 16                                 NA                 106708
## 17                                 NA                 107060
## 18                                 NA                 108010
## 19                                 NA                 109535
## 20                                 NA                 111290
## 21                                 NA                 112069
## 22                                 NA                 112336
## 23                                 NA                 113829
## 24                                 NA                 114720
## 25                                 NA                 115039
## 26                                 NA                 116013
## 27                                 NA                 117656
## 28                                 NA                 116243
## 29                                 NA                 115308
## 30                                 NA                 113846
## 31                                 NA                 112599
## 32                                 NA                 111773
## 33                                 NA                 111022
## 34                                 NA                 109852
## 35                                 NA                 108767
## 36                                 NA                 107616
## 37                                 NA                 105530
## 38                                 NA                 103154
## 39                                 NA                 100805
## 40                                 NA                  98767
## 41                                 NA                  96481
## 42                                 NA                  94452
## 43                                 NA                  92178
## 44                                 NA                  90895
## 45                                 NA                  89328
## 46                                 NA                  87640
## 47                                 NA                  84648
## 48                                 NA                  82400
## 49                                 NA                  80527
## 50                                 NA                  79093
## 51                                 NA                  76508
## 52                                 NA                  74576
## 53                                 NA                  73011
## 54                                 NA                  71948
## 55                                 NA                  70719
## 56                                 NA                  69310
## 57                                 NA                  67660
## 58                                 NA                  66095
## 59                                 NA                  64192
## 60                                 NA                  61890
## 61                                 NA                  59678
## 62                                 NA                  57416
## 63                                 NA                  55811
## 64                                 NA                  54082
## 65                                 NA                  51999
## 66                                 NA                  50597
## 67                                 NA                  49186
## 68                                 NA                  47947
## 69                                 NA                  47109
## 70                                 NA                  46410
## 71                                 NA                  46232
## 72                                 NA                  45980
## 73                                 NA                  45300
## 74                                 NA                  44621
## 75                                 NA                  43674
## 76                                 NA                  42526
## 77                                 NA                  41679
## 78                                 NA                  40540
## 79                                 NA                  39206
## 80                                 NA                  38015
## 81                                 NA                  37178
## 82                                 NA                  36734
## 83                                 NA                  36198
## 84                                 NA                  35566
## 85                                 NA                  35289
## 86                                 NA                  34964
## 87                                 NA                  34737
## 88                                 NA                  34270
## 89                                 NA                  34183
## 90                                 NA                  33857
## 91                                 NA                  33645
## 92                                 NA                  33531
## 93                                 NA                  33410
## 94                                 NA                  33169
## 95                                 NA                  33154
## 96                                 NA                  32830
## 97                                 NA                  32980
## 98                                 NA                  32999
## 99                                 NA                  33051
## 100                                NA                  33334
## 101                                NA                  33606
## 102                                NA                  33951
## 103                                NA                  34229
## 104                                NA                  34416
## 105                                NA                  34984
## 106                                NA                  35248
## 107                                NA                  35410
## 108                                NA                  35477
## 109                                NA                  35584
## 110                                NA                  35765
## 111                                NA                  36005
## 112                                NA                  36124
## 113                                NA                  36508
## 114                                NA                  37137
## 115                                NA                  37692
## 116                                NA                  38058
## 117                                NA                  38478
## 118                                NA                  38792
## 119                                NA                  39199
## 120                                NA                  39432
## 121                                NA                  39322
## 122                                NA                  39341
## 123                                NA                  39380
## 124                                NA                  39588
## 125                                NA                  39866
## 126                                NA                  39889
## 127                                NA                  39867
## 128                                NA                  39734
## 129                                NA                  39553
## 130                                NA                  39243
## 131                                NA                  38543
## 132                                NA                  37758
## 133                                NA                  37096
## 134                                NA                  36497
## 135                                NA                  35992
## 136                                NA                  35406
## 137                                NA                  34959
## 138                                NA                  34748
## 139                                NA                  34221
## 140                                NA                  33736
## 141                                NA                  33515
## 142                                NA                  32999
## 143                                NA                  32496
## 144                                NA                  31872
## 145                                NA                  31194
## 146                                NA                  30794
## 147                                NA                  30187
## 148                                NA                  29502
## 149                                NA                  28806
## 150                                NA                  28203
## 151                                NA                  27570
## 152                                NA                  26925
## 153                                NA                  26273
## 154                                NA                  25801
## 155                                NA                  25229
## 156                                NA                  24703
## 157                                NA                  24294
## 158                                NA                  23785
## 159                                NA                  23350
## 160                                NA                  23040
## 161                                NA                  22858
## 162                                NA                  22662
## 163                                NA                  22320
## 164                                NA                  21812
## 165                                NA                  21586
## 166                                NA                  21111
## 167                                NA                  20480
## 168                                NA                  19930
## 169                                NA                  19313
## 170                                NA                  18349
## 171                                NA                  17945
## 172                                NA                  17408
## 173                                NA                  17005
## 174                                NA                  16685
## 175                                NA                  16357
## 176                                NA                  16074
## 177                                NA                  16129
## 178                                NA                  15698
## 179                                NA                  15412
## 180                                NA                  15195
## 181                                NA                  14948
## 182                                NA                  14824
## 183                                NA                  14716
## 184                                NA                  14392
## 185                                NA                  14230
## 186                                NA                  13968
## 187                                NA                  13737
## 188                                NA                  13551
## 189                                NA                  13337
## 190                                NA                  13181
## 191                                NA                  13204
## 192                                NA                  13121
## 193                                NA                  13156
## 194                                NA                  13093
## 195                                NA                  13204
## 196                                NA                  13373
## 197                                NA                  13529
## 198                                NA                  13597
## 199                                NA                  13767
## 200                                NA                  13876
## 201                                NA                  14294
## 202                                NA                  14458
## 203                                NA                  14577
## 204                                NA                  14757
## 205                                NA                  14980
## 206                                NA                  15499
## 207                                NA                  16109
## 208                                NA                  16539
## 209                                NA                  17226
## 210                                NA                  17910
## 211                                NA                  18721
## 212                                NA                  19729
## 213                                NA                  20339
## 214                                NA                  21142
## 215                                NA                  22095
## 216                                NA                  23083
## 217                                NA                  24072
## 218                                NA                  25216
## 219                                NA                  26614
## 220                                NA                  28103
## 221                                NA                  29859
## 222                                NA                  31504
## 223                                NA                  33292
## 224                                NA                  35063
## 225                                NA                  36942
## 226                                NA                  39034
## 227                                NA                  41324
## 228                                NA                  43269
## 229                                NA                  45867
## 230                                NA                  48327
## 231                                NA                  50363
## 232                                NA                  52403
## 233                                NA                  54984
## 234                                NA                  57412
## 235                                NA                  60025
## 236                                NA                  62257
## 237                                NA                  64404
## 238                                NA                  66807
## 239                                NA                  69042
## 240                                NA                  71165
## 241                                NA                  73374
## 242                                NA                  75534
## 243                                NA                  77290
## 244                                NA                  78844
## 245                                NA                  79727
## 246                                NA                  80753
## 247                                NA                  82022
## 248                                NA                  83159
## 249                                NA                  83966
## 250                                NA                  84658
## 251                                NA                  85380
## 252                                NA                  86345
## 253                                NA                  86825
## 254                                NA                  87112
## 255                                NA                  87029
## 256                                NA                  87295
## 257                                NA                  87433
## 258                                NA                  87278
## 259                                NA                  86871
## 260                                NA                  86643
## 261                                NA                  86487
## 262                                NA                  86821
## 263                                NA                  86588
## 264                                NA                  85843
## 265                                NA                  85692
## 266                                NA                  85528
## 267                                NA                  85146
## 268                                NA                  83646
## 269                                NA                  83020
## 270                                NA                  82459
## 271                                NA                  82189
## 272                                NA                  81292
## 273                                NA                  80344
## 274                                NA                  79453
## 275                                NA                  79209
## 276                                NA                  77625
## 277                                NA                  76228
## 278                                NA                  74767
## 279                                NA                  73425
## 280                                NA                  72069
## 281                                NA                  70596
## 282                                NA                  69235
## 283                                NA                  68010
## 284                                NA                  66417
## 285                                NA                  65041
## 286                                NA                  63580
## 287                                NA                  62290
## 288                                NA                  60985
## 289                                NA                  59737
## 290                                NA                  58285
## 291                                NA                  56959
## 292                                NA                  55838
## 293                                NA                  54719
## 294                                NA                  53735
## 295                                NA                  52896
## 296                                NA                  51910
## 297                                NA                  51326
## 298                                NA                  50750
## 299                                NA                  50013
## 300                                NA                  49559
## 301                                NA                  49132
## 302                                NA                  48606
## 303                                NA                  47949
## 304                                NA                  47120
## 305                                NA                  46287
## 306                                NA                  45766
## 307                                NA                  45120
## 308                                NA                  44461
## 309                                NA                  43839
## 310                                NA                  43021
## 311                                NA                  42169
## 312                                NA                  41595
## 313                                NA                  40788
## 314                                NA                  40087
## 315                                NA                  39514
## 316                                NA                  39109
## 317                                NA                  38501
## 318                                NA                  38117
## 319                                NA                  37564
## 320                                NA                  37213
## 321                                NA                  36951
## 322                                NA                  36673
## 323                                NA                  36143
## 324                                NA                  36058
## 325                                NA                  35886
## 326                                NA                  35754
## 327                                NA                  35648
## 328                                NA                  35537
## 329                                NA                  35715
## 330                                NA                  36202
## 331                                NA                  36543
## 332                                NA                  36751
## 333                                NA                  37030
## 334                                NA                  37331
## 335                                NA                  37795
## 336                                NA                  38105
## 337                                NA                  38431
## 338                                NA                  39079
## 339                                NA                  39744
## 340                                NA                  40603
## 341                                NA                  41008
## 342                                NA                  41392
## 343                                NA                  41819
## 344                                NA                  42567
## 345                                NA                  43166
## 346                                NA                  43629
## 347                                NA                  43698
## 348                                NA                  43394
## 349                                NA                  44186
## 350                                NA                  44801
## 351                                NA                  45340
## 352                                NA                  45901
## 353                                NA                  46673
## 354                                NA                  47527
## 355                                NA                  49644
## 356                                NA                  50493
## 357                                NA                  51297
## 358                                NA                  51847
## 359                                NA                  52788
## 360                                NA                  53647
## 361                                NA                  54693
## 362                                NA                  55244
## 363                                NA                  55620
## 364                                NA                  56020
## 365                                NA                  55868
## 366                                NA                  55601
## 367                                NA                  55442
## 368                                NA                  55277
## 369                                NA                  55249
## 370                                NA                  55246
## 371                                NA                  55367
## 372                                NA                  55960
## 373                                NA                  56671
## 374                                NA                  57802
## 375                                NA                  59279
## 376                                NA                  60612
## 377                                NA                  61862
## 378                                NA                  64094
## 379                                NA                  67584
## 380                                NA                  72638
## 381                                NA                  78793
## 382                                NA                  85216
## 383                                NA                  92323
## 384                                NA                  98910
## 385                                NA                 105298
## 386                                NA                 111118
## 387                                NA                 116772
## 388                                NA                 122385
## 389                                NA                 127763
## 390                                NA                 132844
## 391                                NA                 138345
## 392                                NA                 141776
## 393                                NA                 144566
## 394                                NA                 147341
## 395                                NA                 149733
## 396                                NA                 151341
## 397                                NA                 152950
## 398                                NA                 154002
## 399                                NA                 153396
## 400                                NA                 151823
## 401                                NA                 151027
## 402                                NA                 149986
## 403                                NA                 148726
## 404                                NA                 146389
## 405                                NA                 143621
## 406                                NA                 141773
## 407                                NA                 140603
## 408                                NA                 139144
## 409                                NA                 136242
## 410                                NA                 132847
## 411                                NA                 129605
## 412                                NA                 126714
## 413                                NA                 123493
## 414                                NA                 119865
## 415                                NA                 115569
## 416                                NA                 111225
## 417                                NA                 107003
## 418                                NA                 101801
## 419                                NA                  97289
## 420                                NA                  94030
## 421                                NA                  90614
## 422                                NA                  86363
## 423                                NA                  82447
## 424                                NA                  78755
## 425                                NA                  75993
## 426                                NA                  72928
## 427                                NA                  69711
## 428                                NA                  66543
## 429                                NA                  62791
## 430                                NA                  59337
## 431                                NA                  56174
## 432                                NA                  53022
## 433                                NA                  49963
## 434                                NA                  47669
## 435                                NA                  45715
## 436                                NA                  43485
## 437                                NA                  41234
## 438                                NA                  39158
## 439                                NA                  37430
## 440                                NA                  35952
## 441                                NA                  34728
## 442                                NA                  33555
## 443                                NA                  32119
## 444                                NA                  30820
## 445                                NA                  29479
## 446                                NA                  28129
## 447                                NA                  26947
## 448                                NA                  25999
## 449                                NA                  25123
## 450                                NA                  23925
## 451                                NA                  22660
## 452                                NA                  21621
## 453                                NA                  20732
## 454                                NA                  19868
## 455                                NA                  19050
## 456                                NA                  17459
## 457                                NA                  16714
## 458                                NA                  15937
## 459                                NA                  15204
## 460                                NA                  14508
##     weekly_hosp_admissions_per_million total_tests new_tests
## 1                              307.709   228727482   1495152
## 2                              311.917   230674655   1947173
## 3                              313.338   232752259   2077604
## 4                              313.293   234806464   2054205
## 5                              313.287   236828943   2022479
## 6                              313.578   238540669   1711726
## 7                              314.963   239817911   1277242
## 8                              316.786   241347629   1529718
## 9                              318.529   243336633   1989004
## 10                             321.193   245617137   2280504
## 11                             322.857   247510228   1893091
## 12                             320.574   248589043   1078815
## 13                             315.204   249583621    994578
## 14                             319.048   250533628    950007
## 15                             321.010   251843657   1310029
## 16                             320.526   253731017   1887360
## 17                             321.584   255923368   2192351
## 18                             324.437   257848671   1925303
## 19                             329.018   259105885   1257214
## 20                             334.289   260225387   1119502
## 21                             336.629   261277406   1052019
## 22                             337.431   262687671   1410265
## 23                             341.916   264661953   1974282
## 24                             344.592   267001355   2339402
## 25                             345.551   269264279   2262924
## 26                             348.476   271417176   2152897
## 27                             353.411   273137850   1720674
## 28                             349.167   274308714   1170864
## 29                             346.359   275840357   1531643
## 30                             341.967   277878564   2038207
## 31                             338.221   279998451   2119887
## 32                             335.740   282089645   2091194
## 33                             333.484   284140121   2050476
## 34                             329.970   285739180   1599059
## 35                             326.711   286817721   1078541
## 36                             323.254   288115039   1297318
## 37                             316.988   289933305   1818266
## 38                             309.851   292077696   2144391
## 39                             302.795   294147059   2069363
## 40                             296.673   296086656   1939597
## 41                             289.807   297642640   1555984
## 42                             283.712   298652607   1009967
## 43                             276.881   299896332   1243725
## 44                             273.028   301691236   1794904
## 45                             268.321   303769246   2078010
## 46                             263.250   305688771   1919525
## 47                             254.263   307546270   1857499
## 48                             247.511   308995168   1448898
## 49                             241.885   309947215    952047
## 50                             237.577   310985808   1038593
## 51                             229.812   312627522   1641714
## 52                             224.009   314506875   1879353
## 53                             219.308   316446808   1939933
## 54                             216.115   318286678   1839870
## 55                             212.424   319625016   1338338
## 56                             208.191   320457307    832291
## 57                             203.235   321507970   1050663
## 58                             198.534   323209865   1701895
## 59                             192.818   324859558   1649693
## 60                             185.903   326284657   1425099
## 61                             179.259   327704394   1419737
## 62                             172.464   328810048   1105654
## 63                             167.643   329476340    666292
## 64                             162.450   330278975    802635
## 65                             156.193   331535941   1256966
## 66                             151.982   333014294   1478353
## 67                             147.743   334435100   1420806
## 68                             144.022   335795347   1360247
## 69                             141.505   336857129   1061782
## 70                             139.405   337543159    686030
## 71                             138.870   338589343   1046184
## 72                             138.113   340243265   1653922
## 73                             136.071   341941021   1697756
## 74                             134.031   343560299   1619278
## 75                             131.187   345044474   1484175
## 76                             127.738   346123251   1078777
## 77                             125.194   346759550    636299
## 78                             121.773   347759150    999600
## 79                             117.766   349377292   1618142
## 80                             114.188   351122729   1745437
## 81                             111.674   352682698   1559969
## 82                             110.340   354119857   1437159
## 83                             108.730   355189495   1069638
## 84                             106.832   355801851    612356
## 85                             106.000   356784008    982157
## 86                             105.024   358330163   1546155
## 87                             104.342   359952076   1621913
## 88                             102.939   361457813   1505737
## 89                             102.678   362861629   1403816
## 90                             101.699   363889661   1028032
## 91                             101.062   364470510    580849
## 92                             100.719   365424727    954217
## 93                             100.356   366929569   1504842
## 94                              99.632   368552865   1623296
## 95                              99.587   370032844   1479979
## 96                              98.614   371381172   1348328
## 97                              99.064   372372692    991520
## 98                              99.121   372988128    615436
## 99                              99.278   373967437    979309
## 100                            100.128   375502985   1535548
## 101                            100.945   377166047   1663062
## 102                            101.981   378618529   1452482
## 103                            102.816   379996576   1378047
## 104                            103.378   380997380   1000804
## 105                            105.084   381621942    624562
## 106                            105.877   382634102   1012160
## 107                            106.363   384170549   1536447
## 108                            106.565   385755687   1585138
## 109                            106.886   387202743   1447056
## 110                            107.430   388550336   1347593
## 111                            108.151   389522629    972293
## 112                            108.508   390087827    565198
## 113                            109.662   391039339    951512
## 114                            111.551   392594888   1555549
## 115                            113.218   394264968   1670080
## 116                            114.317   395784057   1519089
## 117                            115.579   397237541   1453484
## 118                            116.522   398249873   1012332
## 119                            117.745   398895700    645827
## 120                            118.445   399952780   1057080
## 121                            118.114   401566937   1614157
## 122                            118.171   403243714   1676777
## 123                            118.288   404729379   1485665
## 124                            118.913   406186230   1456851
## 125                            119.748   407195058   1008828
## 126                            119.817   407808239    613181
## 127                            119.751   408828702   1020463
## 128                            119.352   410399859   1571157
## 129                            118.808   412055671   1655812
## 130                            117.877   413553974   1498303
## 131                            115.774   414965829   1411855
## 132                            113.416   415961233    995404
## 133                            111.428   416551969    590736
## 134                            109.629   417551292    999323
## 135                            108.112   419126454   1575162
## 136                            106.351   420707756   1581302
## 137                            105.009   422128451   1420695
## 138                            104.375   423444737   1316286
## 139                            102.792   424349879    905142
## 140                            101.335   424872828    522949
## 141                            100.671   425770569    897741
## 142                             99.121   427194159   1423590
## 143                             97.610   428726112   1531953
## 144                             95.736   430037379   1311267
## 145                             93.700   431216448   1179069
## 146                             92.498   432069750    853302
## 147                             90.675   432554992    485242
## 148                             88.617   433415554    860562
## 149                             86.527   434752319   1336765
## 150                             84.715   436097921   1345602
## 151                             82.814   437294084   1196163
## 152                             80.876   438381160   1087076
## 153                             78.918   439169777    788617
## 154                             77.500   439624377    454600
## 155                             75.782   440423094    798717
## 156                             74.202   441638277   1215183
## 157                             72.974   442819318   1181041
## 158                             71.445   443828620   1009302
## 159                             70.138   444814897    986277
## 160                             69.207   445525041    710144
## 161                             68.660   445934101    409060
## 162                             68.071   446647247    713146
## 163                             67.044   447721852   1074605
## 164                             65.518   448773519   1051667
## 165                             64.839   449701652    928133
## 166                             63.413   450540754    839102
## 167                             61.517   451120725    579971
## 168                             59.865   451481031    360306
## 169                             58.012   451797557    316526
## 170                             55.116   452507094    709537
## 171                             53.903   453617441   1110347
## 172                             52.290   454606803    989362
## 173                             51.079   455476844    870041
## 174                             50.118   456093829    616985
## 175                             49.133   456462826    368997
## 176                             48.283   457107592    644766
## 177                             48.448   457993585    885993
## 178                             47.153   458861326    867741
## 179                             46.294   459646264    784938
## 180                             45.642   460410717    764453
## 181                             44.900   460968304    557587
## 182                             44.528   461313993    345689
## 183                             44.203   461911921    597928
## 184                             43.230   462743892    831971
## 185                             42.744   463537094    793202
## 186                             41.957   464262332    725238
## 187                             41.263   464956054    693722
## 188                             40.704   465452969    496915
## 189                             40.061   465786467    333498
## 190                             39.593   466357429    570962
## 191                             39.662   467139851    782422
## 192                             39.412   467904401    764550
## 193                             39.518   468598914    694513
## 194                             39.328   469272326    673412
## 195                             39.662   469765006    492680
## 196                             40.169   470104014    339008
## 197                             40.638   470656719    552705
## 198                             40.842   471354199    697480
## 199                             41.353   472032057    677858
## 200                             41.680   472674398    642341
## 201                             42.936   473274200    599802
## 202                             43.428   473720799    446599
## 203                             43.786   473981079    260280
## 204                             44.327   474288001    306922
## 205                             44.996   474879310    591309
## 206                             46.555   475657304    777994
## 207                             48.388   476382397    725093
## 208                             49.679   477047765    665368
## 209                             51.743   477535715    487950
## 210                             53.798   477877689    341974
## 211                             56.234   478465770    588081
## 212                             59.261   479204581    738811
## 213                             61.094   479963965    759384
## 214                             63.506   480732142    768177
## 215                             66.368   481456955    724813
## 216                             69.336   481983278    526323
## 217                             72.307   482380131    396853
## 218                             75.743   483039158    659027
## 219                             79.942   483940003    900845
## 220                             84.415   484867948    927945
## 221                             89.690   485784054    916106
## 222                             94.631   486665364    881310
## 223                            100.001   487319318    653954
## 224                            105.321   487811107    491789
## 225                            110.965   488596053    784946
## 226                            117.249   489631065   1035012
## 227                            124.128   490737877   1106812
## 228                            129.970   491848060   1110183
## 229                            137.774   492896736   1048676
## 230                            145.163   493662481    765745
## 231                            151.279   494230772    568291
## 232                            157.407   495198240    967468
## 233                            165.159   496464042   1265802
## 234                            172.452   497786097   1322055
## 235                            180.301   499167573   1381476
## 236                            187.006   500504800   1337227
## 237                            193.455   501510129   1005329
## 238                            200.673   502225545    715416
## 239                            207.386   503359375   1133830
## 240                            213.763   504798714   1439339
## 241                            220.399   506331139   1532425
## 242                            226.887   507863603   1532464
## 243                            232.161   509392672   1529069
## 244                            236.829   510521519   1128847
## 245                            239.481   511316571    795052
## 246                            242.563   512597708   1281137
## 247                            246.375   514204858   1607150
## 248                            249.790   515910333   1705475
## 249                            252.214   517561674   1651341
## 250                            254.293   519106185   1544511
## 251                            256.462   520282445   1176260
## 252                            259.360   521121997    839552
## 253                            260.802   522444083   1322086
## 254                            261.664   524255370   1811287
## 255                            261.415   526210457   1955087
## 256                            262.214   528172355   1961898
## 257                            262.629   530065049   1892694
## 258                            262.163   531502582   1437533
## 259                            260.940   532486838    984256
## 260                            260.256   533946508   1459670
## 261                            259.787   535919651   1973143
## 262                            260.790   537958378   2038727
## 263                            260.090   539929456   1971078
## 264                            257.853   541797789   1868333
## 265                            257.399   543159891   1362102
## 266                            256.906   544153051    993160
## 267                            255.759   544978216    825165
## 268                            251.253   546384026   1405810
## 269                            249.373   548428736   2044710
## 270                            247.688   550497914   2069178
## 271                            246.877   552566623   2068709
## 272                            244.182   554101361   1534738
## 273                            241.335   555087784    986423
## 274                            238.658   556581302   1493518
## 275                            237.926   558472008   1890706
## 276                            233.168   560601409   2129401
## 277                            228.971   562617083   2015674
## 278                            224.583   564537469   1920386
## 279                            220.552   565934005   1396536
## 280                            216.479   566896338    962333
## 281                            212.054   568286215   1389877
## 282                            207.966   570216069   1929854
## 283                            204.286   572282584   2066515
## 284                            199.501   574282439   1999855
## 285                            195.368   576201360   1918921
## 286                            190.980   577557999   1356639
## 287                            187.105   578437746    879747
## 288                            183.185   579670256   1232510
## 289                            179.436   581549609   1879353
## 290                            175.075   583565556   2015947
## 291                            171.092   585502243   1936687
## 292                            167.724   587332027   1829784
## 293                            164.363   588653353   1321326
## 294                            161.408   589455725    802372
## 295                            158.887   590732079   1276354
## 296                            155.926   592579779   1847700
## 297                            154.171   594560607   1980828
## 298                            152.441   596464963   1904356
## 299                            150.228   598253695   1788732
## 300                            148.864   599492111   1238416
## 301                            147.581   600218081    725970
## 302                            146.001   601375417   1157336
## 303                            144.028   603035409   1659992
## 304                            141.538   604898256   1862847
## 305                            139.035   606779694   1881438
## 306                            137.470   608497396   1717702
## 307                            135.530   609695295   1197899
## 308                            133.551   610395857    700562
## 309                            131.682   611629545   1233688
## 310                            129.225   613349210   1719665
## 311                            126.666   615232524   1883314
## 312                            124.942   617072172   1839648
## 313                            122.518   618689010   1616838
## 314                            120.412   619792355   1103345
## 315                            118.691   620426751    634396
## 316                            117.474   621585144   1158393
## 317                            115.648   623266788   1681644
## 318                            114.495   625068921   1802133
## 319                            112.834   626761188   1692267
## 320                            111.779   628316344   1555156
## 321                            110.992   629370571   1054227
## 322                            110.157   629985762    615191
## 323                            108.565   631045206   1059444
## 324                            108.310   632685767   1640561
## 325                            107.793   634580297   1894530
## 326                            107.397   636335214   1754917
## 327                            107.078   637928152   1592938
## 328                            106.745   639042255   1114103
## 329                            107.280   639875456    833201
## 330                            108.742   641109730   1234274
## 331                            109.767   642962337   1852607
## 332                            110.392   644773519   1811182
## 333                            111.230   646492252   1718733
## 334                            112.134   647968640   1476388
## 335                            113.527   649077063   1108423
## 336                            114.459   649851152    774089
## 337                            115.438   651099263   1248111
## 338                            117.384   652936670   1837407
## 339                            119.382   654880321   1943651
## 340                            121.962   656756297   1875976
## 341                            123.179   658407218   1650921
## 342                            124.332   659539829   1132611
## 343                            125.615   660298303    758474
## 344                            127.861   661450277   1151974
## 345                            129.661   663072487   1622210
## 346                            131.051   664724045   1651558
## 347                            131.259   665477732    753687
## 348                            130.346   666239611    761879
## 349                            132.725   667142161    902550
## 350                            134.572   667958176    816015
## 351                            136.191   669304125   1345949
## 352                            137.876   671166250   1862125
## 353                            140.195   673108404   1942154
## 354                            142.760   675131823   2023419
## 355                            149.119   677048380   1916557
## 356                            151.669   678406550   1358170
## 357                            154.084   679219360    812810
## 358                            155.736   680490872   1271512
## 359                            158.563   682415133   1924261
## 360                            161.143   684445591   2030458
## 361                            164.285   686345214   1899623
## 362                            165.940   688185752   1840538
## 363                            167.070   689482693   1296941
## 364                            168.271   690287138    804445
## 365                            167.815   691627836   1340698
## 366                            167.013   693580256   1952420
## 367                            166.535   695679737   2099481
## 368                            166.039   697754747   2075010
## 369                            165.955   699732063   1977316
## 370                            165.946   701202233   1470170
## 371                            166.310   702234586   1032353
## 372                            168.091   703778569   1543983
## 373                            170.227   705958060   2179491
## 374                            173.624   708340618   2382558
## 375                            178.060   710714254   2373636
## 376                            182.064   712479163   1764909
## 377                            185.819   713419726    940563
## 378                            192.524   714381766    962040
## 379                            203.007   716079428   1697662
## 380                            218.188   718363674   2284246
## 381                            236.676   720669809   2306135
## 382                            255.969   722994931   2325122
## 383                            277.317   724983910   1988979
## 384                            297.103   726222443   1238533
## 385                            316.291   727545062   1322619
## 386                            333.773   729743892   2198830
## 387                            350.756   732627004   2883112
## 388                            367.616   735763677   3136673
## 389                            383.771   738883375   3119698
## 390                            399.033   741733354   2849979
## 391                            415.556   743888065   2154711
## 392                            425.862   745510401   1622336
## 393                            434.243   747580631   2070230
## 394                            442.578   750207794   2627163
## 395                            449.763   753063315   2855521
## 396                            454.593   756023270   2959955
## 397                            459.426   758793310   2770040
## 398                            462.586   760815595   2022285
## 399                            460.766   762165336   1349741
## 400                            456.041   763856354   1691018
## 401                            453.650   766394939   2538585
## 402                            450.523   769301148   2906209
## 403                            446.739   772051036   2749888
## 404                            439.719   774482698   2431662
## 405                            431.404   776201136   1718438
## 406                            425.853   777325780   1124644
## 407                            422.339   778835182   1509402
## 408                            417.956   780722117   1886935
## 409                            409.240   782762475   2040358
## 410                            399.042   784761322   1998847
## 411                            389.303   786607523   1846201
## 412                            380.620   787807159   1199636
## 413                            370.944   788555297    748138
## 414                            360.047   789789317   1234020
## 415                            347.143   791553589   1764272
## 416                            334.094   793435283   1881694
## 417                            321.412   795027832   1592549
## 418                            305.787   796502745   1474913
## 419                            292.234   797616267   1113522
## 420                            282.444   798242340    626073
## 421                            272.184   799485977   1243637
## 422                            259.415   801124726   1638749
## 423                            247.652   802678606   1553880
## 424                            236.562   804140716   1462110
## 425                            228.265   805539034   1398318
## 426                            219.059   806422115    883081
## 427                            209.396   806919453    497338
## 428                            199.880   807896983    977530
## 429                            188.610   809450601   1553618
## 430                            178.235   811080334   1629733
## 431                            168.734   812586424   1506090
## 432                            159.266   813944902   1358478
## 433                            150.077   814834933    890031
## 434                            143.187   815290002    455069
## 435                            137.317   815999770    709768
## 436                            130.619   817207904   1208134
## 437                            123.857   818538412   1330508
## 438                            117.622   819762564   1224152
## 439                            112.431   820882130   1119566
## 440                            107.992   821577407    695277
## 441                            104.315   821996100    418693
## 442                            100.791   822873707    877607
## 443                             96.478   824135442   1261735
## 444                             92.576   825359779   1224337
## 445                             88.548   826551340   1191561
## 446                             84.493   827605701   1054361
## 447                             80.943   828260834    655133
## 448                             78.095   828607545    346711
## 449                             75.464   829381595    774050
## 450                             71.865   830563977   1182382
## 451                             68.065   831673943   1109966
## 452                             64.944   832660042    986099
## 453                             62.274   833631946    971904
## 454                             59.679   834242936    610990
## 455                             57.222   834585058    342122
## 456                             52.443   836539209   1186605
## 457                             50.205   837682716   1143507
## 458                             47.871   838710634   1027918
## 459                             45.669   839530710    820076
## 460                             43.579   839971477    440767
##     total_tests_per_thousand new_tests_per_thousand new_tests_smoothed
## 1                    687.045                  4.491            1821151
## 2                    692.893                  5.849            1825606
## 3                    699.134                  6.241            1818859
## 4                    705.304                  6.170            1800554
## 5                    711.379                  6.075            1795609
## 6                    716.521                  5.142            1794047
## 7                    720.358                  3.837            1797940
## 8                    724.953                  4.595            1802878
## 9                    730.927                  5.975            1808854
## 10                   737.777                  6.850            1837840
## 11                   743.464                  5.686            1814823
## 12                   746.704                  3.241            1680014
## 13                   749.692                  2.987            1577565
## 14                   752.545                  2.854            1530817
## 15                   756.480                  3.935            1499433
## 16                   762.149                  5.669            1484912
## 17                   768.735                  6.585            1472319
## 18                   774.518                  5.783            1476920
## 19                   778.294                  3.776            1502406
## 20                   781.657                  3.363            1520252
## 21                   784.817                  3.160            1534825
## 22                   789.053                  4.236            1549145
## 23                   794.983                  5.930            1561562
## 24                   802.010                  7.027            1582570
## 25                   808.808                  6.797            1630801
## 26                   815.275                  6.467            1758756
## 27                   820.443                  5.169            1844638
## 28                   823.960                  3.517            1861615
## 29                   828.561                  4.601            1878955
## 30                   834.683                  6.122            1888087
## 31                   841.051                  6.368            1856728
## 32                   847.332                  6.281            1832195
## 33                   853.491                  6.159            1817564
## 34                   858.295                  4.803            1800190
## 35                   861.534                  3.240            1787001
## 36                   865.431                  3.897            1753526
## 37                   870.893                  5.462            1722106
## 38                   877.334                  6.441            1725606
## 39                   883.550                  6.216            1722488
## 40                   889.376                  5.826            1706648
## 41                   894.050                  4.674            1700494
## 42                   897.083                  3.034            1690698
## 43                   900.819                  3.736            1683042
## 44                   906.211                  5.391            1679704
## 45                   912.453                  6.242            1670221
## 46                   918.218                  5.766            1648816
## 47                   923.798                  5.579            1637088
## 48                   928.150                  4.352            1621790
## 49                   931.010                  2.860            1613515
## 50                   934.130                  3.120            1584211
## 51                   939.061                  4.931            1562327
## 52                   944.706                  5.645            1533947
## 53                   950.533                  5.827            1536862
## 54                   956.060                  5.527            1534344
## 55                   960.080                  4.020            1518550
## 56                   962.580                  2.500            1501442
## 57                   965.736                  3.156            1503166
## 58                   970.848                  5.112            1511763
## 59                   975.803                  4.955            1478955
## 60                   980.084                  4.281            1405407
## 61                   984.348                  4.265            1345388
## 62                   987.669                  3.321            1312147
## 63                   989.671                  2.001            1288433
## 64                   992.082                  2.411            1253001
## 65                   995.857                  3.776            1189439
## 66                  1000.298                  4.441            1164962
## 67                  1004.566                  4.268            1164349
## 68                  1008.652                  4.086            1155850
## 69                  1011.841                  3.189            1149583
## 70                  1013.902                  2.061            1152403
## 71                  1017.044                  3.142            1187195
## 72                  1022.012                  4.968            1243903
## 73                  1027.112                  5.100            1275247
## 74                  1031.976                  4.864            1303600
## 75                  1036.434                  4.458            1321304
## 76                  1039.674                  3.240            1323732
## 77                  1041.586                  1.911            1316627
## 78                  1044.588                  3.003            1309972
## 79                  1049.449                  4.861            1304861
## 80                  1054.692                  5.243            1311673
## 81                  1059.377                  4.686            1303200
## 82                  1063.694                  4.317            1296483
## 83                  1066.907                  3.213            1295178
## 84                  1068.747                  1.839            1291757
## 85                  1071.697                  2.950            1289265
## 86                  1076.341                  4.644            1278982
## 87                  1081.213                  4.872            1261335
## 88                  1085.736                  4.523            1253588
## 89                  1089.953                  4.217            1248825
## 90                  1093.041                  3.088            1242881
## 91                  1094.785                  1.745            1238380
## 92                  1097.651                  2.866            1234388
## 93                  1102.172                  4.520            1228487
## 94                  1107.048                  4.876            1228684
## 95                  1111.493                  4.446            1225004
## 96                  1115.543                  4.050            1217078
## 97                  1118.522                  2.978            1211862
## 98                  1120.370                  1.849            1216803
## 99                  1123.312                  2.942            1220387
## 100                 1127.924                  4.612            1224774
## 101                 1132.920                  4.995            1230455
## 102                 1137.283                  4.363            1226526
## 103                 1141.422                  4.139            1230772
## 104                 1144.428                  3.006            1232098
## 105                 1146.304                  1.876            1233402
## 106                 1149.344                  3.040            1238095
## 107                 1153.960                  4.615            1238223
## 108                 1158.721                  4.761            1227091
## 109                 1163.068                  4.347            1226316
## 110                 1167.115                  4.048            1221966
## 111                 1170.036                  2.921            1217893
## 112                 1171.734                  1.698            1209412
## 113                 1174.592                  2.858            1200748
## 114                 1179.264                  4.673            1203477
## 115                 1184.281                  5.017            1215612
## 116                 1188.844                  4.563            1225902
## 117                 1193.210                  4.366            1241029
## 118                 1196.251                  3.041            1246749
## 119                 1198.191                  1.940            1258268
## 120                 1201.366                  3.175            1273349
## 121                 1206.214                  4.849            1281721
## 122                 1211.251                  5.037            1282678
## 123                 1215.714                  4.463            1277903
## 124                 1220.090                  4.376            1278384
## 125                 1223.120                  3.030            1277884
## 126                 1224.962                  1.842            1273220
## 127                 1228.027                  3.065            1267989
## 128                 1232.746                  4.719            1261846
## 129                 1237.720                  4.974            1258851
## 130                 1242.221                  4.501            1260656
## 131                 1246.462                  4.241            1254228
## 132                 1249.451                  2.990            1252311
## 133                 1251.226                  1.774            1249104
## 134                 1254.228                  3.002            1246084
## 135                 1258.959                  4.731            1246656
## 136                 1263.709                  4.750            1236012
## 137                 1267.976                  4.267            1224925
## 138                 1271.930                  3.954            1211273
## 139                 1274.649                  2.719            1198378
## 140                 1276.220                  1.571            1188694
## 141                 1278.916                  2.697            1174182
## 142                 1283.193                  4.276            1152529
## 143                 1287.794                  4.602            1145479
## 144                 1291.733                  3.939            1129847
## 145                 1295.275                  3.542            1110244
## 146                 1297.838                  2.563            1102839
## 147                 1299.295                  1.458            1097452
## 148                 1301.880                  2.585            1092141
## 149                 1305.896                  4.015            1079737
## 150                 1309.937                  4.042            1053116
## 151                 1313.530                  3.593            1036672
## 152                 1316.796                  3.265            1023530
## 153                 1319.165                  2.369            1014290
## 154                 1320.530                  1.366            1009912
## 155                 1322.929                  2.399            1001077
## 156                 1326.579                  3.650             983708
## 157                 1330.127                  3.548             960200
## 158                 1333.159                  3.032             933505
## 159                 1336.121                  2.963             919105
## 160                 1338.254                  2.133             907895
## 161                 1339.483                  1.229             901389
## 162                 1341.625                  2.142             889165
## 163                 1344.853                  3.228             869082
## 164                 1348.012                  3.159             850600
## 165                 1350.800                  2.788             839005
## 166                 1353.320                  2.520             817980
## 167                 1355.062                  1.742             799383
## 168                 1356.145                  1.082             792419
## 169                 1357.096                  0.951             735759
## 170                 1359.227                  2.131             683606
## 171                 1362.562                  3.335             691989
## 172                 1365.534                  2.972             700736
## 173                 1368.147                  2.613             705156
## 174                 1370.001                  1.853             710443
## 175                 1371.109                  1.108             711685
## 176                 1373.046                  1.937             758576
## 177                 1375.707                  2.661             783784
## 178                 1378.313                  2.606             749126
## 179                 1380.671                  2.358             719923
## 180                 1382.967                  2.296             704839
## 181                 1384.642                  1.675             696354
## 182                 1385.681                  1.038             693024
## 183                 1387.477                  1.796             686333
## 184                 1389.976                  2.499             678615
## 185                 1392.358                  2.383             667967
## 186                 1394.537                  2.178             659438
## 187                 1396.621                  2.084             649334
## 188                 1398.113                  1.493             640666
## 189                 1399.115                  1.002             638925
## 190                 1400.830                  1.715             635073
## 191                 1403.180                  2.350             627994
## 192                 1405.477                  2.297             623901
## 193                 1407.563                  2.086             619512
## 194                 1409.586                  2.023             616610
## 195                 1411.066                  1.480             616005
## 196                 1412.084                  1.018             616792
## 197                 1413.744                  1.660             614184
## 198                 1415.839                  2.095             602050
## 199                 1417.875                  2.036             589665
## 200                 1419.805                  1.929             582212
## 201                 1421.606                  1.802             571696
## 202                 1422.948                  1.341             565113
## 203                 1423.730                  0.782             553866
## 204                 1424.652                  0.922             518755
## 205                 1426.428                  1.776             503587
## 206                 1428.765                  2.337             517892
## 207                 1430.943                  2.178             529714
## 208                 1432.941                  1.999             539081
## 209                 1434.407                  1.466             544988
## 210                 1435.434                  1.027             556659
## 211                 1437.201                  1.766             596824
## 212                 1439.420                  2.219             617896
## 213                 1441.701                  2.281             615237
## 214                 1444.008                  2.307             621392
## 215                 1446.186                  2.177             629884
## 216                 1447.766                  1.581             635366
## 217                 1448.959                  1.192             643206
## 218                 1450.938                  1.980             653341
## 219                 1453.644                  2.706             676489
## 220                 1456.431                  2.787             700569
## 221                 1459.183                  2.752             721702
## 222                 1461.830                  2.647             744058
## 223                 1463.795                  1.964             762291
## 224                 1465.272                  1.477             775854
## 225                 1467.630                  2.358             793842
## 226                 1470.739                  3.109             813009
## 227                 1474.063                  3.325             838561
## 228                 1477.398                  3.335             866287
## 229                 1480.548                  3.150             890196
## 230                 1482.848                  2.300             906166
## 231                 1484.555                  1.707             917095
## 232                 1487.461                  2.906             943170
## 233                 1491.263                  3.802             976140
## 234                 1495.234                  3.971            1006889
## 235                 1499.384                  4.150            1045645
## 236                 1503.401                  4.017            1086866
## 237                 1506.421                  3.020            1121093
## 238                 1508.570                  2.149            1142110
## 239                 1511.975                  3.406            1165876
## 240                 1516.299                  4.323            1190667
## 241                 1520.902                  4.603            1220720
## 242                 1525.505                  4.603            1242290
## 243                 1530.098                  4.593            1269696
## 244                 1533.489                  3.391            1287341
## 245                 1535.877                  2.388            1298718
## 246                 1539.725                  3.848            1319762
## 247                 1544.553                  4.828            1343735
## 248                 1549.675                  5.123            1368456
## 249                 1554.636                  4.960            1385439
## 250                 1559.275                  4.639            1387645
## 251                 1562.808                  3.533            1394418
## 252                 1565.330                  2.522            1400775
## 253                 1569.301                  3.971            1406625
## 254                 1574.742                  5.441            1435787
## 255                 1580.615                  5.873            1471446
## 256                 1586.508                  5.893            1515812
## 257                 1592.193                  5.685            1565552
## 258                 1596.511                  4.318            1602877
## 259                 1599.467                  2.956            1623549
## 260                 1603.852                  4.385            1643204
## 261                 1609.779                  5.927            1666326
## 262                 1615.903                  6.124            1678274
## 263                 1621.823                  5.921            1679586
## 264                 1627.435                  5.612            1676106
## 265                 1631.527                  4.091            1665330
## 266                 1634.510                  2.983            1666602
## 267                 1636.989                  2.479            1575958
## 268                 1641.211                  4.223            1494911
## 269                 1647.353                  6.142            1495765
## 270                 1653.569                  6.215            1509780
## 271                 1659.783                  6.214            1538405
## 272                 1664.393                  4.610            1563067
## 273                 1667.356                  2.963            1562105
## 274                 1671.842                  4.486            1657584
## 275                 1677.521                  5.679            1726855
## 276                 1683.917                  6.396            1738953
## 277                 1689.972                  6.055            1731310
## 278                 1695.740                  5.768            1710121
## 279                 1699.935                  4.195            1690378
## 280                 1702.826                  2.891            1686936
## 281                 1707.001                  4.175            1672130
## 282                 1712.797                  5.797            1677723
## 283                 1719.005                  6.207            1668739
## 284                 1725.012                  6.007            1666479
## 285                 1730.776                  5.764            1666270
## 286                 1734.851                  4.075            1660571
## 287                 1737.493                  2.643            1648773
## 288                 1741.196                  3.702            1626292
## 289                 1746.841                  5.645            1619077
## 290                 1752.896                  6.055            1611853
## 291                 1758.714                  5.817            1602829
## 292                 1764.210                  5.496            1590095
## 293                 1768.179                  3.969            1585051
## 294                 1770.589                  2.410            1573997
## 295                 1774.423                  3.834            1580260
## 296                 1779.973                  5.550            1575739
## 297                 1785.923                  5.950            1570722
## 298                 1791.643                  5.720            1566103
## 299                 1797.016                  5.373            1560238
## 300                 1800.736                  3.720            1548394
## 301                 1802.917                  2.181            1537479
## 302                 1806.393                  3.476            1520477
## 303                 1811.379                  4.986            1493661
## 304                 1816.975                  5.596            1476807
## 305                 1822.626                  5.651            1473533
## 306                 1827.786                  5.160            1463386
## 307                 1831.384                  3.598            1457598
## 308                 1833.488                  2.104            1453968
## 309                 1837.194                  3.706            1464875
## 310                 1842.359                  5.165            1473400
## 311                 1848.016                  5.657            1476324
## 312                 1853.542                  5.526            1470354
## 313                 1858.399                  4.857            1455945
## 314                 1861.713                  3.314            1442437
## 315                 1863.619                  1.906            1432985
## 316                 1867.098                  3.480            1422228
## 317                 1872.149                  5.051            1416797
## 318                 1877.563                  5.413            1405200
## 319                 1882.646                  5.083            1384145
## 320                 1887.317                  4.671            1375333
## 321                 1890.484                  3.167            1368317
## 322                 1892.332                  1.848            1365573
## 323                 1895.514                  3.182            1351437
## 324                 1900.442                  4.928            1345568
## 325                 1906.133                  5.691            1358768
## 326                 1911.404                  5.271            1367718
## 327                 1916.189                  4.785            1373115
## 328                 1919.535                  3.347            1381669
## 329                 1922.038                  2.503            1412813
## 330                 1925.746                  3.707            1437789
## 331                 1931.310                  5.565            1468081
## 332                 1936.751                  5.440            1456175
## 333                 1941.913                  5.163            1451005
## 334                 1946.348                  4.435            1434355
## 335                 1949.678                  3.329            1433544
## 336                 1952.003                  2.325            1425099
## 337                 1955.752                  3.749            1427076
## 338                 1961.271                  5.519            1424905
## 339                 1967.109                  5.838            1443829
## 340                 1972.744                  5.635            1466292
## 341                 1977.703                  4.959            1491225
## 342                 1981.105                  3.402            1494681
## 343                 1983.384                  2.278            1492450
## 344                 1986.844                  3.460            1478716
## 345                 1991.717                  4.873            1447974
## 346                 1996.678                  4.961            1406246
## 347                 1998.941                  2.264            1245919
## 348                 2001.230                  2.289            1118913
## 349                 2003.941                  2.711            1086047
## 350                 2006.392                  2.451            1094268
## 351                 2010.435                  4.043            1121978
## 352                 2016.028                  5.593            1156252
## 353                 2021.862                  5.834            1197766
## 354                 2027.940                  6.078            1379156
## 355                 2033.697                  5.757            1544110
## 356                 2037.777                  4.080            1609198
## 357                 2040.218                  2.441            1608741
## 358                 2044.037                  3.819            1598107
## 359                 2049.817                  5.780            1606983
## 360                 2055.916                  6.099            1619598
## 361                 2061.623                  5.706            1601913
## 362                 2067.151                  5.529            1591053
## 363                 2071.047                  3.896            1582306
## 364                 2073.463                  2.416            1581111
## 365                 2077.490                  4.027            1590995
## 366                 2083.355                  5.865            1595018
## 367                 2089.661                  6.306            1604878
## 368                 2095.894                  6.233            1629933
## 369                 2101.834                  5.939            1649473
## 370                 2106.250                  4.416            1674220
## 371                 2109.351                  3.101            1706778
## 372                 2113.988                  4.638            1735819
## 373                 2120.535                  6.547            1768258
## 374                 2127.692                  7.157            1808697
## 375                 2134.821                  7.130            1851358
## 376                 2140.123                  5.301            1821014
## 377                 2142.948                  2.825            1745356
## 378                 2145.838                  2.890            1735311
## 379                 2150.937                  5.099            1757266
## 380                 2157.799                  6.861            1772231
## 381                 2164.726                  6.927            1761313
## 382                 2171.710                  6.984            1754382
## 383                 2177.684                  5.974            1786392
## 384                 2181.405                  3.720            1828960
## 385                 2185.377                  3.973            1880471
## 386                 2191.982                  6.605            1952066
## 387                 2200.642                  8.660            2037619
## 388                 2210.064                  9.422            2156267
## 389                 2219.435                  9.371            2269778
## 390                 2227.996                  8.561            2392778
## 391                 2234.468                  6.472            2523660
## 392                 2239.341                  4.873            2566477
## 393                 2245.560                  6.218            2548106
## 394                 2253.451                  7.891            2511541
## 395                 2262.028                  8.577            2471377
## 396                 2270.919                  8.891            2448556
## 397                 2279.240                  8.321            2437137
## 398                 2285.314                  6.074            2418219
## 399                 2289.369                  4.054            2379276
## 400                 2294.448                  5.079            2325103
## 401                 2302.073                  7.625            2312449
## 402                 2310.803                  8.730            2319690
## 403                 2319.063                  8.260            2289681
## 404                 2326.367                  7.304            2241341
## 405                 2331.529                  5.162            2197934
## 406                 2334.907                  3.378            2165778
## 407                 2339.441                  4.534            2139833
## 408                 2345.109                  5.668            2046740
## 409                 2351.238                  6.129            1923047
## 410                 2357.242                  6.004            1815755
## 411                 2362.787                  5.546            1732118
## 412                 2366.391                  3.603            1658003
## 413                 2368.638                  2.247            1604217
## 414                 2372.345                  3.707            1564876
## 415                 2377.644                  5.299            1547353
## 416                 2383.296                  5.652            1524687
## 417                 2388.080                  4.784            1466644
## 418                 2392.510                  4.430            1413603
## 419                 2395.855                  3.345            1401301
## 420                 2397.736                  1.881            1383863
## 421                 2401.471                  3.736            1385237
## 422                 2406.394                  4.922            1367305
## 423                 2411.061                  4.667            1320475
## 424                 2415.453                  4.392            1301841
## 425                 2419.653                  4.200            1290898
## 426                 2422.306                  2.653            1257978
## 427                 2423.800                  1.494            1239588
## 428                 2426.736                  2.936            1201572
## 429                 2431.403                  4.667            1189411
## 430                 2436.298                  4.895            1200247
## 431                 2440.822                  4.524            1206530
## 432                 2444.903                  4.081            1200838
## 433                 2447.576                  2.673            1201831
## 434                 2448.943                  1.367            1195793
## 435                 2451.075                  2.132            1157541
## 436                 2454.704                  3.629            1108186
## 437                 2458.700                  3.997            1065440
## 438                 2462.377                  3.677            1025163
## 439                 2465.740                  3.363             991033
## 440                 2467.829                  2.088             963211
## 441                 2469.086                  1.258             958014
## 442                 2471.723                  2.636             981991
## 443                 2475.513                  3.790             989648
## 444                 2479.190                  3.678             974481
## 445                 2482.769                  3.579             969825
## 446                 2485.936                  3.167             960510
## 447                 2487.904                  1.968             954775
## 448                 2488.946                  1.041             944492
## 449                 2491.271                  2.325             929698
## 450                 2494.822                  3.552             918362
## 451                 2498.156                  3.334             902023
## 452                 2501.118                  2.962             872672
## 453                 2504.038                  2.919             860892
## 454                 2505.873                  1.835             854586
## 455                 2506.901                  1.028             853930
## 456                 2512.771                  3.564             853605
## 457                 2516.205                  3.435             858396
## 458                 2519.293                  3.088             864370
## 459                 2521.756                  2.463             842681
## 460                 2523.080                  1.324             818363
##     new_tests_smoothed_per_thousand positive_rate tests_per_case
## 1                             5.470         0.119            8.4
## 2                             5.484         0.120            8.3
## 3                             5.463         0.119            8.4
## 4                             5.408         0.120            8.3
## 5                             5.394         0.120            8.3
## 6                             5.389         0.120            8.3
## 7                             5.401         0.119            8.4
## 8                             5.415         0.119            8.4
## 9                             5.433         0.118            8.5
## 10                            5.520         0.117            8.5
## 11                            5.451         0.117            8.5
## 12                            5.046         0.119            8.4
## 13                            4.739         0.122            8.2
## 14                            4.598         0.124            8.1
## 15                            4.504         0.128            7.8
## 16                            4.460         0.134            7.5
## 17                            4.423         0.140            7.1
## 18                            4.436         0.146            6.8
## 19                            4.513         0.149            6.7
## 20                            4.566         0.150            6.7
## 21                            4.610         0.150            6.7
## 22                            4.653         0.150            6.7
## 23                            4.691         0.149            6.7
## 24                            4.754         0.147            6.8
## 25                            4.899         0.144            6.9
## 26                            5.283         0.140            7.1
## 27                            5.541         0.137            7.3
## 28                            5.592         0.135            7.4
## 29                            5.644         0.132            7.6
## 30                            5.671         0.128            7.8
## 31                            5.577         0.124            8.1
## 32                            5.503         0.120            8.3
## 33                            5.460         0.117            8.5
## 34                            5.407         0.115            8.7
## 35                            5.368         0.114            8.8
## 36                            5.267         0.112            8.9
## 37                            5.173         0.110            9.1
## 38                            5.183         0.107            9.3
## 39                            5.174         0.104            9.6
## 40                            5.126         0.101            9.9
## 41                            5.108         0.099           10.1
## 42                            5.078         0.098           10.2
## 43                            5.055         0.097           10.3
## 44                            5.045         0.095           10.5
## 45                            5.017         0.092           10.9
## 46                            4.953         0.090           11.1
## 47                            4.917         0.089           11.2
## 48                            4.871         0.087           11.5
## 49                            4.847         0.085           11.8
## 50                            4.759         0.084           11.9
## 51                            4.693         0.082           12.2
## 52                            4.608         0.079           12.7
## 53                            4.616         0.077           13.0
## 54                            4.609         0.075           13.3
## 55                            4.561         0.073           13.7
## 56                            4.510         0.073           13.7
## 57                            4.515         0.071           14.1
## 58                            4.541         0.069           14.5
## 59                            4.442         0.067           14.9
## 60                            4.222         0.066           15.2
## 61                            4.041         0.065           15.4
## 62                            3.941         0.064           15.6
## 63                            3.870         0.062           16.1
## 64                            3.764         0.061           16.4
## 65                            3.573         0.060           16.7
## 66                            3.499         0.058           17.2
## 67                            3.497         0.057           17.5
## 68                            3.472         0.054           18.5
## 69                            3.453         0.053           18.9
## 70                            3.462         0.053           18.9
## 71                            3.566         0.053           18.9
## 72                            3.736         0.051           19.6
## 73                            3.831         0.050           20.0
## 74                            3.916         0.049           20.4
## 75                            3.969         0.049           20.4
## 76                            3.976         0.048           20.8
## 77                            3.955         0.047           21.3
## 78                            3.935         0.046           21.7
## 79                            3.920         0.045           22.2
## 80                            3.940         0.044           22.7
## 81                            3.915         0.043           23.3
## 82                            3.894         0.042           23.8
## 83                            3.890         0.042           23.8
## 84                            3.880         0.042           23.8
## 85                            3.873         0.042           23.8
## 86                            3.842         0.041           24.4
## 87                            3.789         0.041           24.4
## 88                            3.765         0.041           24.4
## 89                            3.751         0.042           23.8
## 90                            3.733         0.042           23.8
## 91                            3.720         0.042           23.8
## 92                            3.708         0.042           23.8
## 93                            3.690         0.043           23.3
## 94                            3.691         0.043           23.3
## 95                            3.680         0.043           23.3
## 96                            3.656         0.044           22.7
## 97                            3.640         0.044           22.7
## 98                            3.655         0.044           22.7
## 99                            3.666         0.044           22.7
## 100                           3.679         0.045           22.2
## 101                           3.696         0.046           21.7
## 102                           3.684         0.047           21.3
## 103                           3.697         0.048           20.8
## 104                           3.701         0.049           20.4
## 105                           3.705         0.050           20.0
## 106                           3.719         0.051           19.6
## 107                           3.719         0.052           19.2
## 108                           3.686         0.053           18.9
## 109                           3.684         0.053           18.9
## 110                           3.671         0.053           18.9
## 111                           3.658         0.054           18.5
## 112                           3.633         0.054           18.5
## 113                           3.607         0.054           18.5
## 114                           3.615         0.054           18.5
## 115                           3.651         0.054           18.5
## 116                           3.682         0.055           18.2
## 117                           3.728         0.054           18.5
## 118                           3.745         0.055           18.2
## 119                           3.780         0.055           18.2
## 120                           3.825         0.055           18.2
## 121                           3.850         0.055           18.2
## 122                           3.853         0.054           18.5
## 123                           3.839         0.054           18.5
## 124                           3.840         0.054           18.5
## 125                           3.838         0.053           18.9
## 126                           3.824         0.052           19.2
## 127                           3.809         0.052           19.2
## 128                           3.790         0.051           19.6
## 129                           3.781         0.050           20.0
## 130                           3.787         0.049           20.4
## 131                           3.767         0.048           20.8
## 132                           3.762         0.047           21.3
## 133                           3.752         0.046           21.7
## 134                           3.743         0.045           22.2
## 135                           3.745         0.044           22.7
## 136                           3.713         0.044           22.7
## 137                           3.679         0.043           23.3
## 138                           3.638         0.043           23.3
## 139                           3.600         0.043           23.3
## 140                           3.571         0.042           23.8
## 141                           3.527         0.042           23.8
## 142                           3.462         0.041           24.4
## 143                           3.441         0.040           25.0
## 144                           3.394         0.039           25.6
## 145                           3.335         0.038           26.3
## 146                           3.313         0.037           27.0
## 147                           3.296         0.036           27.8
## 148                           3.281         0.035           28.6
## 149                           3.243         0.034           29.4
## 150                           3.163         0.034           29.4
## 151                           3.114         0.033           30.3
## 152                           3.074         0.032           31.2
## 153                           3.047         0.031           32.3
## 154                           3.034         0.031           32.3
## 155                           3.007         0.030           33.3
## 156                           2.955         0.030           33.3
## 157                           2.884         0.029           34.5
## 158                           2.804         0.029           34.5
## 159                           2.761         0.028           35.7
## 160                           2.727         0.027           37.0
## 161                           2.708         0.027           37.0
## 162                           2.671         0.027           37.0
## 163                           2.611         0.026           38.5
## 164                           2.555         0.025           40.0
## 165                           2.520         0.025           40.0
## 166                           2.457         0.024           41.7
## 167                           2.401         0.024           41.7
## 168                           2.380         0.023           43.5
## 169                           2.210         0.023           43.5
## 170                           2.053         0.023           43.5
## 171                           2.079         0.022           45.5
## 172                           2.105         0.021           47.6
## 173                           2.118         0.020           50.0
## 174                           2.134         0.020           50.0
## 175                           2.138         0.019           52.6
## 176                           2.279         0.019           52.6
## 177                           2.354         0.018           55.6
## 178                           2.250         0.018           55.6
## 179                           2.162         0.018           55.6
## 180                           2.117         0.018           55.6
## 181                           2.092         0.018           55.6
## 182                           2.082         0.018           55.6
## 183                           2.062         0.017           58.8
## 184                           2.038         0.017           58.8
## 185                           2.006         0.017           58.8
## 186                           1.981         0.017           58.8
## 187                           1.950         0.018           55.6
## 188                           1.924         0.018           55.6
## 189                           1.919         0.018           55.6
## 190                           1.908         0.018           55.6
## 191                           1.886         0.019           52.6
## 192                           1.874         0.019           52.6
## 193                           1.861         0.019           52.6
## 194                           1.852         0.020           50.0
## 195                           1.850         0.020           50.0
## 196                           1.853         0.020           50.0
## 197                           1.845         0.021           47.6
## 198                           1.808         0.022           45.5
## 199                           1.771         0.024           41.7
## 200                           1.749         0.025           40.0
## 201                           1.717         0.026           38.5
## 202                           1.697         0.027           37.0
## 203                           1.664         0.028           35.7
## 204                           1.558         0.029           34.5
## 205                           1.513         0.031           32.3
## 206                           1.556         0.033           30.3
## 207                           1.591         0.035           28.6
## 208                           1.619         0.037           27.0
## 209                           1.637         0.039           25.6
## 210                           1.672         0.041           24.4
## 211                           1.793         0.043           23.3
## 212                           1.856         0.045           22.2
## 213                           1.848         0.048           20.8
## 214                           1.867         0.051           19.6
## 215                           1.892         0.054           18.5
## 216                           1.908         0.056           17.9
## 217                           1.932         0.058           17.2
## 218                           1.962         0.061           16.4
## 219                           2.032         0.064           15.6
## 220                           2.104         0.068           14.7
## 221                           2.168         0.071           14.1
## 222                           2.235         0.074           13.5
## 223                           2.290         0.077           13.0
## 224                           2.330         0.079           12.7
## 225                           2.385         0.083           12.0
## 226                           2.442         0.086           11.6
## 227                           2.519         0.090           11.1
## 228                           2.602         0.093           10.8
## 229                           2.674         0.096           10.4
## 230                           2.722         0.098           10.2
## 231                           2.755         0.099           10.1
## 232                           2.833         0.101            9.9
## 233                           2.932         0.102            9.8
## 234                           3.024         0.103            9.7
## 235                           3.141         0.103            9.7
## 236                           3.265         0.103            9.7
## 237                           3.368         0.103            9.7
## 238                           3.431         0.103            9.7
## 239                           3.502         0.104            9.6
## 240                           3.576         0.104            9.6
## 241                           3.667         0.105            9.5
## 242                           3.732         0.105            9.5
## 243                           3.814         0.105            9.5
## 244                           3.867         0.105            9.5
## 245                           3.901         0.105            9.5
## 246                           3.964         0.105            9.5
## 247                           4.036         0.104            9.6
## 248                           4.111         0.104            9.6
## 249                           4.162         0.103            9.7
## 250                           4.168         0.103            9.7
## 251                           4.189         0.103            9.7
## 252                           4.208         0.103            9.7
## 253                           4.225         0.104            9.6
## 254                           4.313         0.103            9.7
## 255                           4.420         0.102            9.8
## 256                           4.553         0.101            9.9
## 257                           4.703         0.100           10.0
## 258                           4.815         0.099           10.1
## 259                           4.877         0.098           10.2
## 260                           4.936         0.097           10.3
## 261                           5.005         0.096           10.4
## 262                           5.041         0.095           10.5
## 263                           5.045         0.094           10.6
## 264                           5.035         0.093           10.8
## 265                           5.002         0.094           10.6
## 266                           5.006         0.094           10.6
## 267                           4.734         0.093           10.8
## 268                           4.490         0.094           10.6
## 269                           4.493         0.093           10.8
## 270                           4.535         0.092           10.9
## 271                           4.621         0.090           11.1
## 272                           4.695         0.088           11.4
## 273                           4.692         0.088           11.4
## 274                           4.979         0.087           11.5
## 275                           5.187         0.084           11.9
## 276                           5.223         0.082           12.2
## 277                           5.200         0.081           12.3
## 278                           5.137         0.079           12.7
## 279                           5.078         0.079           12.7
## 280                           5.067         0.078           12.8
## 281                           5.023         0.076           13.2
## 282                           5.039         0.074           13.5
## 283                           5.013         0.073           13.7
## 284                           5.006         0.071           14.1
## 285                           5.005         0.069           14.5
## 286                           4.988         0.069           14.5
## 287                           4.953         0.068           14.7
## 288                           4.885         0.067           14.9
## 289                           4.863         0.067           14.9
## 290                           4.842         0.066           15.2
## 291                           4.815         0.065           15.4
## 292                           4.776         0.064           15.6
## 293                           4.761         0.063           15.9
## 294                           4.728         0.063           15.9
## 295                           4.747         0.062           16.1
## 296                           4.733         0.061           16.4
## 297                           4.718         0.060           16.7
## 298                           4.704         0.059           16.9
## 299                           4.687         0.058           17.2
## 300                           4.651         0.058           17.2
## 301                           4.618         0.058           17.2
## 302                           4.567         0.058           17.2
## 303                           4.487         0.057           17.5
## 304                           4.436         0.057           17.5
## 305                           4.426         0.056           17.9
## 306                           4.396         0.055           18.2
## 307                           4.378         0.054           18.5
## 308                           4.367         0.053           18.9
## 309                           4.400         0.052           19.2
## 310                           4.426         0.051           19.6
## 311                           4.435         0.050           20.0
## 312                           4.417         0.050           20.0
## 313                           4.373         0.050           20.0
## 314                           4.333         0.050           20.0
## 315                           4.304         0.050           20.0
## 316                           4.272         0.050           20.0
## 317                           4.256         0.050           20.0
## 318                           4.221         0.050           20.0
## 319                           4.158         0.050           20.0
## 320                           4.131         0.050           20.0
## 321                           4.110         0.050           20.0
## 322                           4.102         0.050           20.0
## 323                           4.059         0.050           20.0
## 324                           4.042         0.051           19.6
## 325                           4.081         0.051           19.6
## 326                           4.108         0.052           19.2
## 327                           4.125         0.052           19.2
## 328                           4.150         0.053           18.9
## 329                           4.244         0.053           18.9
## 330                           4.319         0.053           18.9
## 331                           4.410         0.054           18.5
## 332                           4.374         0.055           18.2
## 333                           4.358         0.056           17.9
## 334                           4.308         0.058           17.2
## 335                           4.306         0.058           17.2
## 336                           4.281         0.059           16.9
## 337                           4.287         0.060           16.7
## 338                           4.280         0.060           16.7
## 339                           4.337         0.061           16.4
## 340                           4.404         0.061           16.4
## 341                           4.479         0.061           16.4
## 342                           4.490         0.062           16.1
## 343                           4.483         0.063           15.9
## 344                           4.442         0.063           15.9
## 345                           4.349         0.065           15.4
## 346                           4.224         0.066           15.2
## 347                           3.742         0.069           14.5
## 348                           3.361         0.072           13.9
## 349                           3.262         0.074           13.5
## 350                           3.287         0.075           13.3
## 351                           3.370         0.076           13.2
## 352                           3.473         0.078           12.8
## 353                           3.598         0.079           12.7
## 354                           4.143         0.076           13.2
## 355                           4.638         0.074           13.5
## 356                           4.834         0.073           13.7
## 357                           4.832         0.074           13.5
## 358                           4.800         0.074           13.5
## 359                           4.827         0.073           13.7
## 360                           4.865         0.072           13.9
## 361                           4.812         0.071           14.1
## 362                           4.779         0.071           14.1
## 363                           4.753         0.071           14.1
## 364                           4.749         0.071           14.1
## 365                           4.779         0.072           13.9
## 366                           4.791         0.074           13.5
## 367                           4.821         0.077           13.0
## 368                           4.896         0.081           12.3
## 369                           4.955         0.085           11.8
## 370                           5.029         0.089           11.2
## 371                           5.127         0.093           10.8
## 372                           5.214         0.099           10.1
## 373                           5.311         0.110            9.1
## 374                           5.433         0.123            8.1
## 375                           5.561         0.135            7.4
## 376                           5.470         0.148            6.8
## 377                           5.243         0.157            6.4
## 378                           5.212         0.165            6.1
## 379                           5.278         0.181            5.5
## 380                           5.323         0.202            5.0
## 381                           5.291         0.225            4.4
## 382                           5.270         0.246            4.1
## 383                           5.366         0.260            3.8
## 384                           5.494         0.268            3.7
## 385                           5.649         0.274            3.6
## 386                           5.864         0.281            3.6
## 387                           6.121         0.288            3.5
## 388                           6.477         0.292            3.4
## 389                           6.818         0.294            3.4
## 390                           7.187         0.295            3.4
## 391                           7.580         0.294            3.4
## 392                           7.709         0.293            3.4
## 393                           7.654         0.292            3.4
## 394                           7.544         0.290            3.4
## 395                           7.423         0.286            3.5
## 396                           7.355         0.282            3.5
## 397                           7.321         0.278            3.6
## 398                           7.264         0.275            3.6
## 399                           7.147         0.274            3.6
## 400                           6.984         0.273            3.7
## 401                           6.946         0.271            3.7
## 402                           6.968         0.267            3.7
## 403                           6.878         0.263            3.8
## 404                           6.732         0.260            3.8
## 405                           6.602         0.258            3.9
## 406                           6.505         0.256            3.9
## 407                           6.428         0.250            4.0
## 408                           6.148         0.243            4.1
## 409                           5.776         0.235            4.3
## 410                           5.454         0.226            4.4
## 411                           5.203         0.217            4.6
## 412                           4.980         0.211            4.7
## 413                           4.819         0.205            4.9
## 414                           4.701         0.197            5.1
## 415                           4.648         0.185            5.4
## 416                           4.580         0.172            5.8
## 417                           4.405         0.163            6.1
## 418                           4.246         0.152            6.6
## 419                           4.209         0.144            6.9
## 420                           4.157         0.140            7.1
## 421                           4.161         0.131            7.6
## 422                           4.107         0.122            8.2
## 423                           3.966         0.114            8.8
## 424                           3.910         0.106            9.4
## 425                           3.878         0.099           10.1
## 426                           3.779         0.094           10.6
## 427                           3.723         0.090           11.1
## 428                           3.609         0.084           11.9
## 429                           3.573         0.077           13.0
## 430                           3.605         0.072           13.9
## 431                           3.624         0.067           14.9
## 432                           3.607         0.062           16.1
## 433                           3.610         0.059           16.9
## 434                           3.592         0.057           17.5
## 435                           3.477         0.055           18.2
## 436                           3.329         0.053           18.9
## 437                           3.200         0.050           20.0
## 438                           3.079         0.047           21.3
## 439                           2.977         0.045           22.2
## 440                           2.893         0.043           23.3
## 441                           2.878         0.042           23.8
## 442                           2.950         0.039           25.6
## 443                           2.973         0.037           27.0
## 444                           2.927         0.035           28.6
## 445                           2.913         0.033           30.3
## 446                           2.885         0.031           32.3
## 447                           2.868         0.030           33.3
## 448                           2.837         0.029           34.5
## 449                           2.793         0.028           35.7
## 450                           2.759         0.027           37.0
## 451                           2.709         0.025           40.0
## 452                           2.621         0.025           40.0
## 453                           2.586         0.024           41.7
## 454                           2.567         0.023           43.5
## 455                           2.565         0.022           45.5
## 456                           2.564         0.022           45.5
## 457                           2.578         0.021           47.6
## 458                           2.596         0.021           47.6
## 459                           2.531         0.021           47.6
## 460                           2.458         0.022           45.5
##         tests_units total_vaccinations people_vaccinated
## 1   tests performed              34785             29480
## 2   tests performed              84550             76915
## 3   tests performed             244453            231419
## 4   tests performed             517050            496889
## 5   tests performed             933413            904538
## 6   tests performed            1115293           1082485
## 7   tests performed            1220614           1185863
## 8   tests performed            1602567           1561073
## 9   tests performed            2050224           2000145
## 10  tests performed            2625282           2562719
## 11  tests performed            2821268           2753669
## 12  tests performed            2833930           2766173
## 13  tests performed            2975872           2904170
## 14  tests performed            3072604           2997618
## 15  tests performed            3663731           3574303
## 16  tests performed            4385759           4277227
## 17  tests performed            5229159           5100723
## 18  tests performed            5649791           5511340
## 19  tests performed            5753170           5605024
## 20  tests performed            6017708           5860663
## 21  tests performed            6156692           5992636
## 22  tests performed            6814161           6590804
## 23  tests performed            7645865           7320531
## 24  tests performed            8667433           8151557
## 25  tests performed            9837676           9018096
## 26  tests performed           11074321           9865692
## 27  tests performed           11583403          10236214
## 28  tests performed           11834631          10412653
## 29  tests performed           12905586          11136558
## 30  tests performed           14164281          12053574
## 31  tests performed           15488295          13083365
## 32  tests performed           16804960          14240346
## 33  tests performed           18061937          15356966
## 34  tests performed           18711365          15923184
## 35  tests performed           19016534          16178943
## 36  tests performed           19901460          16817445
## 37  tests performed           21248050          17782906
## 38  tests performed           22850818          18936844
## 39  tests performed           24481918          20266806
## 40  tests performed           26109376          21659172
## 41  tests performed           27016373          22401806
## 42  tests performed           27411566          22701574
## 43  tests performed           28784659          23561406
## 44  tests performed           30446470          24613879
## 45  tests performed           32378711          25864321
## 46  tests performed           34340382          27233852
## 47  tests performed           36254540          28605944
## 48  tests performed           37272967          29364290
## 49  tests performed           37732362          29686152
## 50  tests performed           39116754          30455645
## 51  tests performed           40812738          31417860
## 52  tests performed           42950873          32677050
## 53  tests performed           45296422          34064804
## 54  tests performed           47651820          35419435
## 55  tests performed           48952406          36271108
## 56  tests performed           49396438          36547788
## 57  tests performed           50975655          37384752
## 58  tests performed           52949422          38421395
## 59  tests performed           55253663          39649543
## 60  tests performed           57659595          40925361
## 61  tests performed           60244005          42303322
## 62  tests performed           61718311          43172721
## 63  tests performed           62310427          43518927
## 64  tests performed           63488076          44128548
## 65  tests performed           65109282          44925038
## 66  tests performed           67074375          45857925
## 67  tests performed           68931341          46691336
## 68  tests performed           70898395          47514906
## 69  tests performed           72204150          48111372
## 70  tests performed           72799428          48365454
## 71  tests performed           74260955          48982348
## 72  tests performed           76198079          49848375
## 73  tests performed           78724979          51093186
## 74  tests performed           81662395          52629816
## 75  tests performed           84776120          54302560
## 76  tests performed           86771129          55443027
## 77  tests performed           87626184          55977562
## 78  tests performed           89676809          57175994
## 79  tests performed           92139938          58639071
## 80  tests performed           95042568          60380870
## 81  tests performed           98245503          62336974
## 82  tests performed          101474115          64340412
## 83  tests performed          103532403          65690727
## 84  tests performed          104456803          66368038
## 85  tests performed          106620869          67850063
## 86  tests performed          109327575          69658820
## 87  tests performed          112451946          71721542
## 88  tests performed          115891361          73998604
## 89  tests performed          119318490          76116016
## 90  tests performed          121509278          77500725
## 91  tests performed          122492873          78148777
## 92  tests performed          124774525          79646522
## 93  tests performed          127662018          81576683
## 94  tests performed          130830380          83704250
## 95  tests performed          134232795          85999802
## 96  tests performed          137570840          88213691
## 97  tests performed          139726613          89624793
## 98  tests performed          140746104          90307983
## 99  tests performed          143110537          91912090
## 100 tests performed          146176102          93895141
## 101 tests performed          149733812          96104064
## 102 tests performed          153570527          98371427
## 103 tests performed          157401954         100476665
## 104 tests performed          159875506         101848191
## 105 tests performed          161085672         102519879
## 106 tests performed          163924688         104128452
## 107 tests performed          167518544         106142510
## 108 tests performed          171690876         108555252
## 109 tests performed          176245823         111085029
## 110 tests performed          179902052         113143625
## 111 tests performed          182202950         114468095
## 112 tests performed          182966206         114905820
## 113 tests performed          186071427         116640791
## 114 tests performed          190049916         118930146
## 115 tests performed          194406242         121491495
## 116 tests performed          198906888         124058979
## 117 tests performed          203225796         126499484
## 118 tests performed          206113373         128224210
## 119 tests performed          207513015         129057287
## 120 tests performed          210528747         130688995
## 121 tests performed          214003089         132428608
## 122 tests performed          217691102         134156004
## 123 tests performed          221429804         135906221
## 124 tests performed          225024435         137537257
## 125 tests performed          227381618         138698548
## 126 tests performed          228512070         139235985
## 127 tests performed          231086809         140317611
## 128 tests performed          234307704         141673458
## 129 tests performed          237770652         143051337
## 130 tests performed          241255526         144447119
## 131 tests performed          244540001         145796405
## 132 tests performed          246742501         146798636
## 133 tests performed          247733437         147288210
## 134 tests performed          250114785         148219190
## 135 tests performed          253000929         149322098
## 136 tests performed          256080950         150462923
## 137 tests performed          259119128         151570611
## 138 tests performed          262019438         152675207
## 139 tests performed          263860668         153379232
## 140 tests performed          264738001         153703966
## 141 tests performed          266697729         154339601
## 142 tests performed          269195990         155153055
## 143 tests performed          271738452         155964862
## 144 tests performed          274252384         156737510
## 145 tests performed          276753901         157525679
## 146 tests performed          278286085         158030671
## 147 tests performed          278899987         158235087
## 148 tests performed          280500887         158716264
## 149 tests performed          282543999         159371734
## 150 tests performed          284555121         160014583
## 151 tests performed          286827561         160940083
## 152 tests performed          289273930         162029523
## 153 tests performed          291116772         162935977
## 154 tests performed          292048445         163412875
## 155 tests performed          293866781         164297635
## 156 tests performed          295934626         165286575
## 157 tests performed          298017547         166271571
## 158 tests performed          300032873         167192714
## 159 tests performed          302086532         168124070
## 160 tests performed          303533121         168853604
## 161 tests performed          304190244         169192125
## 162 tests performed          305508394         169827271
## 163 tests performed          306942568         170494967
## 164 tests performed          308373630         171155451
## 165 tests performed          309717535         171769048
## 166 tests performed          311043770         172372641
## 167 tests performed          311807388         172753437
## 168 tests performed          312191756         172954401
## 169 tests performed          312393329         173043529
## 170 tests performed          313657125         173569698
## 171 tests performed          314772222         174064514
## 172 tests performed          316016903         174527835
## 173 tests performed          317416722         175028282
## 174 tests performed          318486203         175382068
## 175 tests performed          319002027         175553414
## 176 tests performed          320071514         175926324
## 177 tests performed          321244743         176330553
## 178 tests performed          322409126         176722213
## 179 tests performed          323577385         177126873
## 180 tests performed          324806677         177554993
## 181 tests performed          325698381         177835657
## 182 tests performed          326090752         177949116
## 183 tests performed          327002364         178281283
## 184 tests performed          327978393         178641914
## 185 tests performed          328921195         179000321
## 186 tests performed          329813729         179352006
## 187 tests performed          330733416         179720411
## 188 tests performed          331307666         179951633
## 189 tests performed          331584129         180063991
## 190 tests performed          332144203         180365745
## 191 tests performed          332898694         180690372
## 192 tests performed          333633672         181021364
## 193 tests performed          334332155         181340702
## 194 tests performed          335098149         181692450
## 195 tests performed          335596814         181918000
## 196 tests performed          335863985         182045249
## 197 tests performed          336417418         182321450
## 198 tests performed          337044678         182619806
## 199 tests performed          337675421         182928048
## 200 tests performed          338280736         183221212
## 201 tests performed          338900362         183527925
## 202 tests performed          339257293         183709812
## 203 tests performed          339307552         183737589
## 204 tests performed          339704007         183939252
## 205 tests performed          340287178         184213711
## 206 tests performed          340858334         184497828
## 207 tests performed          341425599         184788758
## 208 tests performed          342057791         185111799
## 209 tests performed          342458275         185323213
## 210 tests performed          342674870         185440110
## 211 tests performed          343195194         185715815
## 212 tests performed          343721712         185997494
## 213 tests performed          344252840         186282082
## 214 tests performed          344793726         186580773
## 215 tests performed          345418628         186928616
## 216 tests performed          345818196         187152611
## 217 tests performed          346052072         187288229
## 218 tests performed          346620316         187628496
## 219 tests performed          347223740         188000971
## 220 tests performed          347854794         188388881
## 221 tests performed          348504316         188806136
## 222 tests performed          349251512         189294638
## 223 tests performed          349714323         189596698
## 224 tests performed          349973185         189798450
## 225 tests performed          350616280         190246023
## 226 tests performed          351317027         190726573
## 227 tests performed          352036705         191217845
## 228 tests performed          352756577         191715522
## 229 tests performed          353591156         192291017
## 230 tests performed          354105514         192637266
## 231 tests performed          354433004         192863334
## 232 tests performed          355152421         193369374
## 233 tests performed          355913944         193907152
## 234 tests performed          356691280         194459322
## 235 tests performed          357483338         195018974
## 236 tests performed          358391162         195644766
## 237 tests performed          358948703         196026063
## 238 tests performed          359298831         196263530
## 239 tests performed          360080707         196783527
## 240 tests performed          360879603         197313536
## 241 tests performed          361648554         197812424
## 242 tests performed          362451194         198326330
## 243 tests performed          363398712         198907024
## 244 tests performed          364023347         199268976
## 245 tests performed          364422513         199480510
## 246 tests performed          365292030         199944568
## 247 tests performed          366215166         200434442
## 248 tests performed          367167609         200921316
## 249 tests performed          368111987         201401229
## 250 tests performed          369218405         201939011
## 251 tests performed          369883718         202260328
## 252 tests performed          370273114         202444563
## 253 tests performed          371192434         202886200
## 254 tests performed          372142118         203348283
## 255 tests performed          373108372         203818224
## 256 tests performed          374098404         204295306
## 257 tests performed          375269054         204830620
## 258 tests performed          375980407         205149853
## 259 tests performed          376410093         205343438
## 260 tests performed          377334941         205760803
## 261 tests performed          378261313         206180199
## 262 tests performed          379196743         206607955
## 263 tests performed          380092047         207012955
## 264 tests performed          381132602         207468326
## 265 tests performed          381692526         207714878
## 266 tests performed          382058394         207883177
## 267 tests performed          382235576         207965901
## 268 tests performed          383143025         208321564
## 269 tests performed          383986230         208688522
## 270 tests performed          384831616         209061734
## 271 tests performed          385863687         209512234
## 272 tests performed          386459710         209771026
## 273 tests performed          386809131         209928287
## 274 tests performed          387588935         210267138
## 275 tests performed          388337044         210584057
## 276 tests performed          389097059         210897583
## 277 tests performed          389855320         211209221
## 278 tests performed          390755343         211561183
## 279 tests performed          391275771         211767070
## 280 tests performed          391579677         211886544
## 281 tests performed          392265947         212153196
## 282 tests performed          392938845         212414703
## 283 tests performed          393601071         212668766
## 284 tests performed          394273074         212924356
## 285 tests performed          395252327         213246110
## 286 tests performed          395920655         213449448
## 287 tests performed          396327522         213569702
## 288 tests performed          397349076         213869407
## 289 tests performed          398472310         214161027
## 290 tests performed          399602215         214450662
## 291 tests performed          400753724         214741086
## 292 tests performed          402053664         215057423
## 293 tests performed          402679279         215231513
## 294 tests performed          403043281         215338094
## 295 tests performed          404017843         215586041
## 296 tests performed          405024539         215831087
## 297 tests performed          406046208         216080011
## 298 tests performed          407052534         216331204
## 299 tests performed          408186090         216614850
## 300 tests performed          408718707         216762628
## 301 tests performed          409030960         216855935
## 302 tests performed          409879498         217082005
## 303 tests performed          410797637         217311362
## 304 tests performed          411694285         217539084
## 305 tests performed          412597537         217765535
## 306 tests performed          413639914         218027619
## 307 tests performed          414128450         218168723
## 308 tests performed          414396398         218252740
## 309 tests performed          415220915         218476429
## 310 tests performed          416035909         218678950
## 311 tests performed          416864183         218882778
## 312 tests performed          417713777         219089994
## 313 tests performed          419079687         219383049
## 314 tests performed          419902336         219559725
## 315 tests performed          420371799         219668155
## 316 tests performed          421884597         219971408
## 317 tests performed          423430520         220270083
## 318 tests performed          425038739         220578176
## 319 tests performed          426632905         220876679
## 320 tests performed          428403433         221204501
## 321 tests performed          429217188         221372367
## 322 tests performed          429650946         221473046
## 323 tests performed          431098059         221757724
## 324 tests performed          432586324         222042461
## 325 tests performed          434135822         222354984
## 326 tests performed          435758730         222706709
## 327 tests performed          437655231         223161696
## 328 tests performed          438682254         223551521
## 329 tests performed          439233133         223779317
## 330 tests performed          440684139         224250795
## 331 tests performed          442307626         224773804
## 332 tests performed          444061398         225347542
## 333 tests performed          445650963         225897174
## 334 tests performed          447627411         226536930
## 335 tests performed          448795683         227071820
## 336 tests performed          449370985         227311809
## 337 tests performed          450909027         227772875
## 338 tests performed          452577464         228261781
## 339 tests performed          454322742         228768764
## 340 tests performed          456095956         229276208
## 341 tests performed          458153343         229859884
## 342 tests performed          459378389         230319894
## 343 tests performed          460016605         230525944
## 344 tests performed          461813051         231015526
## 345 tests performed          463588416         231506668
## 346 tests performed          464961247         231909436
## 347 tests performed          464988274         231918194
## 348 tests performed          466185524         232229731
## 349 tests performed          467073288         232450342
## 350 tests performed          467659789         232592970
## 351 tests performed          469308092         232948553
## 352 tests performed          471213993         233354685
## 353 tests performed          473344618         233814146
## 354 tests performed          475485507         234261855
## 355 tests performed          477900429         234748799
## 356 tests performed          479368964         235050345
## 357 tests performed          480093310         235216275
## 358 tests performed          481907502         235606804
## 359 tests performed          483798560         236009702
## 360 tests performed          485703418         236416993
## 361 tests performed          487604946         236821640
## 362 tests performed          489688119         237245495
## 363 tests performed          490934909         237512558
## 364 tests performed          491560808         237664686
## 365 tests performed          493162198         238012703
## 366 tests performed          494859786         238380025
## 367 tests performed          496557599         238758841
## 368 tests performed          498227629         239149009
## 369 tests performed          500139160         239582145
## 370 tests performed          501251330         239870614
## 371 tests performed          501886974         240040282
## 372 tests performed          503708616         240482709
## 373 tests performed          505657291         240949948
## 374 tests performed          507498189         241397001
## 375 tests performed          508941758         241765359
## 376 tests performed          509318286         241869023
## 377 tests performed          509324562         241871076
## 378 tests performed          509800215         242003495
## 379 tests performed          511310074         242398540
## 380 tests performed          512978645         242833094
## 381 tests performed          514630236         243268712
## 382 tests performed          516139000         243671460
## 383 tests performed          516739593         243833138
## 384 tests performed          516840097         243866077
## 385 tests performed          517332038         244003316
## 386 tests performed          518554212         244345946
## 387 tests performed          519946231         244719870
## 388 tests performed          521366424         245100494
## 389 tests performed          522798955         245471829
## 390 tests performed          524408026         245872085
## 391 tests performed          525437880         246147318
## 392 tests performed          525927044         246289675
## 393 tests performed          527162064         246621316
## 394 tests performed          528445128         246961598
## 395 tests performed          529727956         247302716
## 396 tests performed          530990744         247640561
## 397 tests performed          532431404         248020469
## 398 tests performed          533207082         248246851
## 399 tests performed          533591529         248353059
## 400 tests performed          534404912         248569964
## 401 tests performed          535382584         248825143
## 402 tests performed          536338416         249078380
## 403 tests performed          537250721         249320882
## 404 tests performed          538302154         249600559
## 405 tests performed          538908124         249774100
## 406 tests performed          539233517         249866407
## 407 tests performed          540010191         250071391
## 408 tests performed          540794365         250277130
## 409 tests performed          541566049         250479234
## 410 tests performed          542334979         250679044
## 411 tests performed          543266728         250910277
## 412 tests performed          543728005         251033039
## 413 tests performed          543988292         251106147
## 414 tests performed          544602916         251266950
## 415 tests performed          545195262         251417056
## 416 tests performed          545749696         251561680
## 417 tests performed          546253308         251690621
## 418 tests performed          546892027         251844930
## 419 tests performed          547320230         251954345
## 420 tests performed          547528120         252013536
## 421 tests performed          547997552         252141540
## 422 tests performed          548485640         252267807
## 423 tests performed          548983249         252398838
## 424 tests performed          549476911         252527362
## 425 tests performed          550083645         252679761
## 426 tests performed          550422718         252771647
## 427 tests performed          550572605         252815347
## 428 tests performed          550903643         252903562
## 429 tests performed          551292622         253003604
## 430 tests performed          551692131         253105841
## 431 tests performed          552085835         253204622
## 432 tests performed          552594805         253329047
## 433 tests performed          552868349         253403941
## 434 tests performed          553017349         253446483
## 435 tests performed          553325982         253527295
## 436 tests performed          553661067         253615280
## 437 tests performed          553991591         253702282
## 438 tests performed          554307036         253784278
## 439 tests performed          554684978         253879564
## 440 tests performed          554920977         253945200
## 441 tests performed          555040084         253979618
## 442 tests performed          555342105         254056676
## 443 tests performed          555603468         254124928
## 444 tests performed          555849551         254190859
## 445 tests performed          556091172         254254587
## 446 tests performed          556393588         254331125
## 447 tests performed          556567951         254380332
## 448 tests performed          556652842         254406331
## 449 tests performed          556853586         254462197
## 450 tests performed          557059437         254516718
## 451 tests performed          557261393         254570473
## 452 tests performed          557463357         254623665
## 453 tests performed          557709653         254686474
## 454 tests performed          557845006         254724629
## 455 tests performed          557915708         254745745
## 456 tests performed          558289064         254845371
## 457 tests performed          558481448         254896480
## 458 tests performed          558663172         254943214
## 459 tests performed          558897172         255002533
## 460 tests performed          559031321         255039019
##     people_fully_vaccinated total_boosters new_vaccinations
## 1                      5996             NA             4579
## 2                      6260             NA            49765
## 3                      6736             NA           159903
## 4                      7485             NA           272597
## 5                      8696             NA           416363
## 6                      9756             NA           181880
## 7                     10466             NA           105321
## 8                     11962             NA           381953
## 9                     14842             NA           447657
## 10                    17785             NA           575058
## 11                    18887             NA           195986
## 12                    18992             NA            12662
## 13                    19961             NA           141942
## 14                    20684             NA            96732
## 15                    24872             NA           591127
## 16                    30120             NA           722028
## 17                    37895             NA           843400
## 18                    41055             NA           420632
## 19                    47912             NA           103379
## 20                    50776             NA           264538
## 21                    53229             NA           138984
## 22                    99028             NA           657469
## 23                   187520             NA           831704
## 24                   359906             NA          1021568
## 25                   640747             NA          1170243
## 26                  1004006             NA          1236645
## 27                  1132661             NA           509082
## 28                  1202254             NA           251228
## 29                  1524758             NA          1070955
## 30                  1839149             NA          1258695
## 31                  2109632             NA          1324014
## 32                  2245401             NA          1316665
## 33                  2366100             NA          1256977
## 34                  2438084             NA           649428
## 35                  2480166             NA           305169
## 36                  2708111             NA           884926
## 37                  3064600             NA          1346590
## 38                  3485639             NA          1602768
## 39                  3760495             NA          1631100
## 40                  3970102             NA          1627458
## 41                  4120914             NA           906997
## 42                  4209313             NA           395193
## 43                  4698898             NA          1373093
## 44                  5281223             NA          1661811
## 45                  5929778             NA          1932241
## 46                  6488099             NA          1961671
## 47                  6984428             NA          1914158
## 48                  7227119             NA          1018427
## 49                  7354460             NA           459395
## 50                  7927738             NA          1384392
## 51                  8627557             NA          1695984
## 52                  9462496             NA          2138135
## 53                 10375735             NA          2345549
## 54                 11336914             NA          2355398
## 55                 11759053             NA          1300586
## 56                 11915870             NA           444032
## 57                 12620981             NA          1579217
## 58                 13516636             NA          1973767
## 59                 14552483             NA          2304241
## 60                 15641857             NA          2405932
## 61                 16798997             NA          2584410
## 62                 17370206             NA          1474306
## 63                 17599260             NA           592116
## 64                 18133840             NA          1177649
## 65                 18921196             NA          1621206
## 66                 19910960             NA          1965093
## 67                 20885266             NA          1856966
## 68                 21980679             NA          1967054
## 69                 22660794             NA          1305755
## 70                 22984069             NA           595278
## 71                 23785907             NA          1461527
## 72                 24811003             NA          1937124
## 73                 26043810             NA          2526900
## 74                 27383838             NA          2937416
## 75                 28765372             NA          3113725
## 76                 29581968             NA          1995009
## 77                 29876683             NA           855055
## 78                 30670567             NA          2050625
## 79                 31630340             NA          2463129
## 80                 32752112             NA          2902630
## 81                 33995000             NA          3202935
## 82                 35300774             NA          3228612
## 83                 36162744             NA          2058288
## 84                 36505539             NA           924400
## 85                 37356215             NA          2164066
## 86                 38436162             NA          2706706
## 87                 39703965             NA          3124371
## 88                 41102354             NA          3439415
## 89                 42629853             NA          3427129
## 90                 43647647             NA          2190788
## 91                 44073873             NA           983595
## 92                 44942390             NA          2281652
## 93                 45990317             NA          2887493
## 94                 47120062             NA          3168362
## 95                 48324097             NA          3402415
## 96                 49546620             NA          3338045
## 97                 50406298             NA          2155773
## 98                 50777475             NA          1019491
## 99                 51584083             NA          2364433
## 100                52735540             NA          3065565
## 101                54157570             NA          3557710
## 102                55804774             NA          3836715
## 103                57604973             NA          3831427
## 104                58768629             NA          2473552
## 105                59319449             NA          1210166
## 106                60593605             NA          2839016
## 107                62254502             NA          3593856
## 108                64193637             NA          4172332
## 109                66434056             NA          4554947
## 110                68249655             NA          3656229
## 111                69407817             NA          2300898
## 112                69779068             NA           763256
## 113                71380072             NA          3105221
## 114                73459040             NA          3978489
## 115                75762291             NA          4356326
## 116                78277314             NA          4500646
## 117                80714471             NA          4318908
## 118                82370761             NA          2887577
## 119                83171207             NA          1399642
## 120                84894960             NA          3015732
## 121                86612897             NA          3474342
## 122                88538098             NA          3688013
## 123                90487575             NA          3738702
## 124                92415817             NA          3594631
## 125                93592128             NA          2357183
## 126                94174278             NA          1130452
## 127                95638419             NA          2574739
## 128                97472588             NA          3220895
## 129                99521915             NA          3462948
## 130               101577445             NA          3484874
## 131               103481665             NA          3284475
## 132               104667057             NA          2202500
## 133               105162401             NA           990936
## 134               106595063             NA          2381348
## 135               108385486             NA          2886144
## 136               110352163             NA          3080021
## 137               112332402             NA          3038178
## 138               114184579             NA          2900310
## 139               115349618             NA          1841230
## 140               115934628             NA           877333
## 141               117337228             NA          1959728
## 142               119097068             NA          2498261
## 143               120903280             NA          2542462
## 144               122720781             NA          2513932
## 145               124509657             NA          2501517
## 146               125596547             NA          1532184
## 147               126033844             NA           613902
## 148               127207906             NA          1600900
## 149               128658744             NA          2043112
## 150               130096196             NA          2011122
## 151               131502853             NA          2272440
## 152               132939499             NA          2446369
## 153               133930211             NA          1842842
## 154               134416323             NA           931673
## 155               135426936             NA          1818336
## 156               136591117             NA          2067845
## 157               137770278             NA          2082921
## 158               138946133             NA          2015326
## 159               140149281             NA          2053659
## 160               140920308             NA          1446589
## 161               141267000             NA           657123
## 162               142018033             NA          1318150
## 163               142856286             NA          1434174
## 164               143693478             NA          1431062
## 165               144490950             NA          1343905
## 166               145276530             NA          1326235
## 167               145697270             NA           763618
## 168               145902185             NA           384368
## 169               146024287             NA           201573
## 170               146807651             NA          1263796
## 171               147487697             NA          1115097
## 172               148324944             NA          1244681
## 173               149282596             NA          1399819
## 174               150033168             NA          1069481
## 175               150396150             NA           515824
## 176               151135685             NA          1069487
## 177               151952933             NA          1173229
## 178               152774284             NA          1164383
## 179               153589388             NA          1168259
## 180               154442068             NA          1229292
## 181               155083893             NA           891704
## 182               155379892             NA           392371
## 183               155999054             NA           911612
## 184               156659264             NA           976029
## 185               157289495             NA           942802
## 186               157879926             NA           892534
## 187               158475639             NA           919687
## 188               158844963             NA           574250
## 189               159020836             NA           276463
## 190               159313773             NA           560074
## 191               159781869             NA           754491
## 192               160223074             NA           734978
## 193               160639753             NA           698483
## 194               161091592             NA           765994
## 195               161386265             NA           498665
## 196               161536605             NA           267171
## 197               161841342             NA           553433
## 198               162198797             NA           627260
## 199               162549341             NA           630743
## 200               162883191             NA           605315
## 201               163223982             NA           619626
## 202               163412504             NA           356931
## 203               163439809             NA            50259
## 204               163648267             NA           396455
## 205               163984999             NA           583171
## 206               164304748             NA           571156
## 207               164616996             NA           567265
## 208               164961414             NA           632192
## 209               165167898             NA           400484
## 210               165275654             NA           216595
## 211               165548773             NA           520324
## 212               165819591             NA           526518
## 213               166091327             NA           531128
## 214               166359158             NA           540886
## 215               166661448             NA           624902
## 216               166850142             NA           399568
## 217               166955560             NA           233876
## 218               167207154             NA           568244
## 219               167462633             NA           603424
## 220               167729266             NA           631054
## 221               167986296             NA           649522
## 222               168273274             NA           747196
## 223               168447163             NA           462811
## 224               168510095             NA           258862
## 225               168730845             NA           643095
## 226               168982005             NA           700747
## 227               169240536             NA           719678
## 228               169493104             NA           719872
## 229               169783727             NA           834579
## 230               169963707             NA           514358
## 231               170062875             NA           327490
## 232               170301353             NA           719417
## 233               170554806             NA           761523
## 234               170810012             NA           777336
## 235               171074466             NA           792058
## 236               171385779             NA           907824
## 237               171575440             NA           557541
## 238               171693051             NA           350128
## 239               171979674             NA           781876
## 240               172274458             NA           798896
## 241               172570246             NA           768951
## 242               172883472             NA           802640
## 243               173272619          13838           947518
## 244               173515016          50009           624635
## 245               173676530          83109           399166
## 246               174030698         162910           869517
## 247               174394335         262125           923136
## 248               174773301         378040           952443
## 249               175154478         491560           944378
## 250               175632844         612804          1106418
## 251               175930120         674299           665313
## 252               176109348         705913           389396
## 253               176514346         802367           919320
## 254               176929264         902421           949684
## 255               177351657        1005482           966254
## 256               177784313        1115929           990032
## 257               178323996        1241840          1170650
## 258               178664715        1305847           711353
## 259               178870201        1341554           429686
## 260               179301339        1441339           924848
## 261               179721969        1550748           926372
## 262               180130296        1673906           935430
## 263               180531096        1788220           895304
## 264               181020898        1907508          1040555
## 265               181298240        1952143           559924
## 266               181471510        1979821           365868
## 267               181558290        1991715           177182
## 268               182036834        2084245           907449
## 269               182437701        2180392           843205
## 270               182834176        2278084           845386
## 271               183333268        2385128          1032071
## 272               183632936        2433981           596023
## 273               183806165        2457076           349421
## 274               184188909        2533144           779804
## 275               184566123        2607752           748109
## 276               184954752        2686099           760015
## 277               185346295        2763494           758261
## 278               185827226        2853691           900023
## 279               186102511        2902343           520428
## 280               186267118        2925685           303906
## 281               186617914        3011849           686270
## 282               186960309        3100975           672898
## 283               187296282        3186835           662226
## 284               187625166        3289471           672003
## 285               188039075        3548459           979253
## 286               188268252        3790161           668328
## 287               188414026        3933475           406867
## 288               188637443        4442861          1021554
## 289               188941522        4981876          1123234
## 290               189253366        5523021          1129905
## 291               189573949        6077866          1151509
## 292               189953044        6693723          1299940
## 293               190160344        6944174           625615
## 294               190290797        7073458           364002
## 295               190547653        7554097           974562
## 296               190804497        8070609          1006696
## 297               191063412        8596270          1021669
## 298               191319319        9108516          1006326
## 299               191629596        9661805          1133556
## 300               191797819        9884407           532617
## 301               191902668       10000362           312253
## 302               192123725       10411934           848538
## 303               192357756       10878846           918139
## 304               192586429       11332488           896648
## 305               192815773       11794065           903252
## 306               193093396       12311403          1042377
## 307               193238252       12520664           488536
## 308               193322536       12622429           267948
## 309               193533746       13023709           824517
## 310               193726421       13455156           814994
## 311               193920812       13897291           828274
## 312               194117845       14354665           849594
## 313               194363673       15193864          1365910
## 314               194497350       15711118           822649
## 315               194577724       15993532           469463
## 316               194782052       17007054          1512798
## 317               194983086       18064449          1545923
## 318               195190203       19168659          1608219
## 319               195398917       20268128          1594166
## 320               195636827       21485726          1770528
## 321               195755976       22019767           813755
## 322               195826421       22285183           433758
## 323               196021447       23260313          1447113
## 324               196209717       24289036          1488265
## 325               196401647       25347778          1549498
## 326               196596522       26438512          1622908
## 327               196825976       27665939          1896501
## 328               196943516       28193099          1027023
## 329               197013974       28450707           550879
## 330               197186810       29269574          1451006
## 331               197352831       30213546          1623487
## 332               197523051       31232314          1753772
## 333               197676476       32126874          1589565
## 334               197875744       33275261          1976448
## 335               197978601       33809761          1168272
## 336               198039171       34087522           575302
## 337               198206141       35006716          1538042
## 338               198373234       36029786          1668437
## 339               198545540       37105804          1745278
## 340               198716900       38210719          1773214
## 341               198912054       39500127          2057387
## 342               199012901       40169741          1225046
## 343               199072928       40544308           638216
## 344               199244142       41688494          1796446
## 345               199409772       42816299          1775365
## 346               199564009       43641574          1372831
## 347               199569058       43654757            27027
## 348               199745188       44369395          1197250
## 349               199943940       44841559           887764
## 350               200091246       45140252           586501
## 351               200451398       46082576          1648303
## 352               200841893       47202725          1905901
## 353               201249916       48473314          2130625
## 354               201643101       49783218          2140889
## 355               202133423       51230770          2414922
## 356               202583911       51951390          1468535
## 357               202772994       52323317           724346
## 358               203097942       53427914          1814192
## 359               203438457       54581901          1891058
## 360               203789839       55735389          1904858
## 361               204128396       56900945          1901528
## 362               204523473       58171688          2083173
## 363               204859312       58819230          1246790
## 364               204988642       59166496           625899
## 365               205266832       60148337          1601390
## 366               205552629       61200853          1697588
## 367               205812702       62267018          1697813
## 368               205982295       63384615          1670030
## 369               206233917       64614436          1911531
## 370               206396565       65276857          1112170
## 371               206478250       65661786           635644
## 372               206704314       66816992          1821642
## 373               206946217       68057775          1948675
## 374               207184158       69216330          1840898
## 375               207361462       70116525          1443569
## 376               207417880       70334624           376528
## 377               207418785       70337893             6276
## 378               207501842       70598681           475653
## 379               207730777       71487282          1509859
## 380               207970971       72483896          1668571
## 381               208206766       73466853          1651591
## 382               208420234       74362520          1508764
## 383               208513036       74709980           600593
## 384               208528941       74761090           100504
## 385               208619001       75026697           491941
## 386               208814580       75714642          1222174
## 387               209027894       76523711          1392019
## 388               209239142       77356698          1420193
## 389               209450287       78210934          1432531
## 390               209693623       79180275          1609071
## 391               209866975       79763372          1029854
## 392               209941223       80037171           489164
## 393               210130165       80755615          1235020
## 394               210330473       81501613          1283064
## 395               210529111       82248522          1282828
## 396               210716463       82989022          1262788
## 397               210890086       83877070          1440660
## 398               210976874       84339392           775678
## 399               211034351       84560433           384447
## 400               211174142       85017068           813383
## 401               211360737       85552692           977672
## 402               211545209       86070397           955832
## 403               211719318       86565271           912305
## 404               211878287       87176758          1051433
## 405               211959982       87526370           605970
## 406               212023401       87695990           325393
## 407               212181687       88108053           776674
## 408               212354815       88511874           784174
## 409               212531421       88903557           771684
## 410               212703869       89297834           768930
## 411               212910799       89787508           931749
## 412               213021395       90013721           461277
## 413               213087765       90133954           260287
## 414               213243750       90429565           614624
## 415               213400497       90712085           592346
## 416               213551924       90968661           554434
## 417               213689318       91203591           503612
## 418               213870447       91503487           638719
## 419               214000888       91689703           428203
## 420               214060229       91778160           207890
## 421               214189591       91986673           469432
## 422               214332439       92201653           488088
## 423               214474876       92422287           497609
## 424               214611736       92646487           493662
## 425               214782003       92925498           606734
## 426               214882261       93069857           339073
## 427               214927365       93129499           149887
## 428               215022281       93273562           331038
## 429               215134772       93445206           388979
## 430               215248213       93624492           399509
## 431               215354890       93806871           393704
## 432               215493488       94045215           508970
## 433               215569533       94164775           273544
## 434               215610308       94228586           149000
## 435               215696000       94365045           308633
## 436               215789131       94513109           335085
## 437               215878572       94661282           330524
## 438               215960571       94806453           315445
## 439               216061261       94981586           377942
## 440               216123504       95086835           235999
## 441               216154047       95139597           119107
## 442               216231414       95281612           302021
## 443               216301048       95399643           261363
## 444               216369383       95506318           246083
## 445               216435179       95613421           241621
## 446               216519273       95748250           302416
## 447               216568613       95822054           174363
## 448               216591952       95856692            84891
## 449               216643923       95945322           200744
## 450               216699945       96035835           205851
## 451               216756206       96123305           201956
## 452               216812252       96211782           201964
## 453               216882311       96319585           246296
## 454               216921506       96375899           135353
## 455               216941368       96404716            70702
## 456               217038690       96569344           190198
## 457               217087060       96654978           192384
## 458               217131628       96737959           181724
## 459               217188682       96845060           234000
## 460               217222557       96903738           134149
##     new_vaccinations_smoothed total_vaccinations_per_hundred
## 1                        4579                           0.01
## 2                       27172                           0.03
## 3                       71416                           0.07
## 4                      121711                           0.16
## 5                      180641                           0.28
## 6                      180848                           0.34
## 7                      170058                           0.37
## 8                      223969                           0.48
## 9                      280811                           0.62
## 10                     340118                           0.79
## 11                     329174                           0.85
## 12                     271502                           0.85
## 13                     265797                           0.90
## 14                     264570                           0.93
## 15                     294452                           1.10
## 16                     333648                           1.32
## 17                     371982                           1.58
## 18                     404075                           1.70
## 19                     417034                           1.73
## 20                     434548                           1.81
## 21                     440584                           1.85
## 22                     450061                           2.05
## 23                     465729                           2.30
## 24                     491182                           2.61
## 25                     598269                           2.96
## 26                     760164                           3.34
## 27                     795099                           3.49
## 28                     811134                           3.56
## 29                     870204                           3.89
## 30                     931202                           4.27
## 31                     974409                           4.67
## 32                     995326                           5.06
## 33                     998231                           5.44
## 34                    1018280                           5.64
## 35                    1025986                           5.73
## 36                     999411                           5.99
## 37                    1011967                           6.40
## 38                    1051789                           6.88
## 39                    1096708                           7.37
## 40                    1149634                           7.86
## 41                    1186430                           8.14
## 42                    1199290                           8.26
## 43                    1269028                           8.67
## 44                    1314060                           9.17
## 45                    1361128                           9.75
## 46                    1408352                          10.34
## 47                    1449309                          10.92
## 48                    1465228                          11.23
## 49                    1474399                          11.36
## 50                    1476014                          11.78
## 51                    1480895                          12.29
## 52                    1510309                          12.94
## 53                    1565149                          13.64
## 54                    1628183                          14.35
## 55                    1668491                          14.74
## 56                    1666297                          14.88
## 57                    1694129                          15.35
## 58                    1733812                          15.95
## 59                    1757541                          16.64
## 60                    1766168                          17.37
## 61                    1798884                          18.15
## 62                    1823701                          18.59
## 63                    1844856                          18.77
## 64                    1787489                          19.12
## 65                    1737123                          19.61
## 66                    1688673                          20.20
## 67                    1610249                          20.76
## 68                    1522056                          21.35
## 69                    1497977                          21.75
## 70                    1498429                          21.93
## 71                    1538983                          22.37
## 72                    1584114                          22.95
## 73                    1664372                          23.71
## 74                    1818722                          24.60
## 75                    1982532                          25.53
## 76                    2080997                          26.14
## 77                    2118108                          26.39
## 78                    2202265                          27.01
## 79                    2277408                          27.75
## 80                    2331084                          28.63
## 81                    2369015                          29.59
## 82                    2385428                          30.56
## 83                    2394468                          31.18
## 84                    2404374                          31.46
## 85                    2420580                          32.11
## 86                    2455377                          32.93
## 87                    2487054                          33.87
## 88                    2520837                          34.91
## 89                    2549196                          35.94
## 90                    2568125                          36.60
## 91                    2576581                          36.89
## 92                    2593379                          37.58
## 93                    2619206                          38.45
## 94                    2625491                          39.41
## 95                    2620205                          40.43
## 96                    2607479                          41.44
## 97                    2602476                          42.09
## 98                    2607604                          42.39
## 99                    2619430                          43.10
## 100                   2644869                          44.03
## 101                   2700490                          45.10
## 102                   2762533                          46.25
## 103                   2833016                          47.41
## 104                   2878413                          48.15
## 105                   2905653                          48.52
## 106                   2973450                          49.37
## 107                   3048920                          50.46
## 108                   3136723                          51.71
## 109                   3239328                          53.08
## 110                   3214300                          54.19
## 111                   3189635                          54.88
## 112                   3125791                          55.11
## 113                   3163820                          56.04
## 114                   3218767                          57.24
## 115                   3245052                          58.55
## 116                   3237295                          59.91
## 117                   3331963                          61.21
## 118                   3415775                          62.08
## 119                   3506687                          62.50
## 120                   3493903                          63.41
## 121                   3421882                          64.46
## 122                   3326409                          65.57
## 123                   3217559                          66.69
## 124                   3114091                          67.78
## 125                   3038321                          68.49
## 126                   2999865                          68.83
## 127                   2936866                          69.60
## 128                   2900659                          70.57
## 129                   2868507                          71.62
## 130                   2832246                          72.67
## 131                   2787938                          73.65
## 132                   2765840                          74.32
## 133                   2745910                          74.62
## 134                   2718282                          75.33
## 135                   2670461                          76.20
## 136                   2615757                          77.13
## 137                   2551943                          78.05
## 138                   2497062                          78.92
## 139                   2445452                          79.47
## 140                   2429223                          79.74
## 141                   2368992                          80.33
## 142                   2313580                          81.08
## 143                   2236786                          81.85
## 144                   2161894                          82.60
## 145                   2104923                          83.36
## 146                   2060774                          83.82
## 147                   2023141                          84.00
## 148                   1971880                          84.49
## 149                   1906858                          85.10
## 150                   1830953                          85.71
## 151                   1796454                          86.39
## 152                   1788576                          87.13
## 153                   1832955                          87.68
## 154                   1878351                          87.96
## 155                   1909413                          88.51
## 156                   1912947                          89.13
## 157                   1923204                          89.76
## 158                   1886473                          90.37
## 159                   1830372                          90.99
## 160                   1773764                          91.42
## 161                   1734543                          91.62
## 162                   1663088                          92.02
## 163                   1572563                          92.45
## 164                   1479440                          92.88
## 165                   1383523                          93.29
## 166                   1279605                          93.69
## 167                   1182038                          93.92
## 168                   1143073                          94.03
## 169                    983562                          94.09
## 170                    959222                          94.47
## 171                    914085                          94.81
## 172                    899910                          95.18
## 173                    910422                          95.60
## 174                    954116                          95.93
## 175                    972896                          96.08
## 176                   1096884                          96.40
## 177                   1083945                          96.76
## 178                   1090986                          97.11
## 179                   1080069                          97.46
## 180                   1055708                          97.83
## 181                   1030311                          98.10
## 182                   1012675                          98.22
## 183                    990121                          98.49
## 184                    961950                          98.79
## 185                    930296                          99.07
## 186                    890906                          99.34
## 187                    846677                          99.62
## 188                    801326                          99.79
## 189                    784768                          99.87
## 190                    734548                         100.04
## 191                    702900                         100.27
## 192                    673211                         100.49
## 193                    645489                         100.70
## 194                    623533                         100.93
## 195                    612735                         101.08
## 196                    611408                         101.16
## 197                    610459                         101.33
## 198                    592283                         101.52
## 199                    577393                         101.71
## 200                    564083                         101.89
## 201                    543173                         102.08
## 202                    522926                         102.18
## 203                    491938                         102.20
## 204                    469513                         102.32
## 205                    463214                         102.49
## 206                    454702                         102.67
## 207                    449266                         102.84
## 208                    451061                         103.03
## 209                    457283                         103.15
## 210                    481045                         103.21
## 211                    498741                         103.37
## 212                    490648                         103.53
## 213                    484929                         103.69
## 214                    481161                         103.85
## 215                    480120                         104.04
## 216                    479989                         104.16
## 217                    482457                         104.23
## 218                    489303                         104.40
## 219                    500290                         104.58
## 220                    514565                         104.77
## 221                    530084                         104.97
## 222                    547555                         105.19
## 223                    556590                         105.33
## 224                    560159                         105.41
## 225                    570852                         105.60
## 226                    584755                         105.82
## 227                    597416                         106.03
## 228                    607466                         106.25
## 229                    619949                         106.50
## 230                    627313                         106.66
## 231                    637117                         106.75
## 232                    648020                         106.97
## 233                    656702                         107.20
## 234                    664939                         107.43
## 235                    675252                         107.67
## 236                    685715                         107.95
## 237                    691884                         108.11
## 238                    695118                         108.22
## 239                    704041                         108.46
## 240                    709380                         108.70
## 241                    708182                         108.93
## 242                    709694                         109.17
## 243                    715364                         109.45
## 244                    724949                         109.64
## 245                    731955                         109.76
## 246                    744475                         110.02
## 247                    762223                         110.30
## 248                    788436                         110.59
## 249                    808685                         110.87
## 250                    831385                         111.21
## 251                    837196                         111.41
## 252                    835800                         111.53
## 253                    842915                         111.80
## 254                    846707                         112.09
## 255                    848680                         112.38
## 256                    855202                         112.68
## 257                    864378                         113.03
## 258                    870956                         113.24
## 259                    876711                         113.37
## 260                    877501                         113.65
## 261                    874171                         113.93
## 262                    869767                         114.21
## 263                    856235                         114.48
## 264                    837650                         114.80
## 265                    816017                         114.96
## 266                    806900                         115.07
## 267                    700091                         115.13
## 268                    697387                         115.40
## 269                    684212                         115.66
## 270                    677081                         115.91
## 271                    675869                         116.22
## 272                    681026                         116.40
## 273                    678677                         116.51
## 274                    764766                         116.74
## 275                    742003                         116.97
## 276                    730118                         117.19
## 277                    717672                         117.42
## 278                    698808                         117.69
## 279                    688009                         117.85
## 280                    681507                         117.94
## 281                    668145                         118.15
## 282                    657400                         118.35
## 283                    643430                         118.55
## 284                    631108                         118.75
## 285                    642426                         119.05
## 286                    663555                         119.25
## 287                    678264                         119.37
## 288                    726161                         119.68
## 289                    790495                         120.02
## 290                    857306                         120.36
## 291                    925807                         120.71
## 292                    971620                         121.10
## 293                    965518                         121.29
## 294                    959394                         121.40
## 295                    952681                         121.69
## 296                    936033                         121.99
## 297                    920570                         122.30
## 298                    899830                         122.60
## 299                    876061                         122.94
## 300                    862775                         123.10
## 301                    855383                         123.20
## 302                    837379                         123.45
## 303                    824728                         123.73
## 304                    806868                         124.00
## 305                    792143                         124.27
## 306                    779118                         124.59
## 307                    772820                         124.73
## 308                    766491                         124.81
## 309                    763060                         125.06
## 310                    748325                         125.31
## 311                    738557                         125.56
## 312                    730891                         125.81
## 313                    777110                         126.23
## 314                    824841                         126.47
## 315                    853629                         126.61
## 316                    951955                         127.07
## 317                   1056373                         127.54
## 318                   1167794                         128.02
## 319                   1274161                         128.50
## 320                   1331964                         129.03
## 321                   1330693                         129.28
## 322                   1325592                         129.41
## 323                   1316209                         129.85
## 324                   1307972                         130.29
## 325                   1299583                         130.76
## 326                   1303689                         131.25
## 327                   1321685                         131.82
## 328                   1352152                         132.13
## 329                   1368884                         132.30
## 330                   1369440                         132.73
## 331                   1388757                         133.22
## 332                   1417939                         133.75
## 333                   1413176                         134.23
## 334                   1424597                         134.82
## 335                   1444776                         135.18
## 336                   1448265                         135.35
## 337                   1460698                         135.81
## 338                   1467120                         136.31
## 339                   1465906                         136.84
## 340                   1492142                         137.37
## 341                   1503705                         137.99
## 342                   1511815                         138.36
## 343                   1520803                         138.56
## 344                   1557718                         139.10
## 345                   1572993                         139.63
## 346                   1519786                         140.04
## 347                   1270331                         140.05
## 348                   1147454                         140.41
## 349                   1099271                         140.68
## 350                   1091883                         140.86
## 351                   1070720                         141.35
## 352                   1089368                         141.93
## 353                   1197624                         142.57
## 354                   1499605                         143.21
## 355                   1673558                         143.94
## 356                   1756525                         144.38
## 357                   1776217                         144.60
## 358                   1799916                         145.15
## 359                   1797795                         145.72
## 360                   1765543                         146.29
## 361                   1731348                         146.87
## 362                   1683956                         147.49
## 363                   1652278                         147.87
## 364                   1638214                         148.06
## 365                   1607814                         148.54
## 366                   1580175                         149.05
## 367                   1550597                         149.56
## 368                   1517526                         150.06
## 369                   1493006                         150.64
## 370                   1473774                         150.98
## 371                   1475167                         151.17
## 372                   1506631                         151.72
## 373                   1542501                         152.30
## 374                   1562941                         152.86
## 375                   1530590                         153.29
## 376                   1311304                         153.41
## 377                   1153319                         153.41
## 378                   1130463                         153.55
## 379                   1085923                         154.00
## 380                   1045908                         154.51
## 381                   1018864                         155.00
## 382                   1028177                         155.46
## 383                   1060187                         155.64
## 384                   1073648                         155.67
## 385                   1075975                         155.82
## 386                   1034877                         156.19
## 387                    995369                         156.61
## 388                    962313                         157.03
## 389                    951422                         157.47
## 390                   1095490                         157.95
## 391                   1228255                         158.26
## 392                   1227858                         158.41
## 393                   1229693                         158.78
## 394                   1214128                         159.17
## 395                   1194505                         159.55
## 396                   1170256                         159.93
## 397                   1146197                         160.37
## 398                   1109886                         160.60
## 399                   1094926                         160.72
## 400                   1034693                         160.96
## 401                    991065                         161.26
## 402                    944351                         161.54
## 403                    894282                         161.82
## 404                    838679                         162.13
## 405                    814435                         162.32
## 406                    805998                         162.42
## 407                    800754                         162.65
## 408                    773112                         162.89
## 409                    746805                         163.12
## 410                    726323                         163.35
## 411                    709225                         163.63
## 412                    688554                         163.77
## 413                    679254                         163.85
## 414                    656104                         164.03
## 415                    628700                         164.21
## 416                    597664                         164.38
## 417                    559761                         164.53
## 418                    517900                         164.72
## 419                    513175                         164.85
## 420                    505690                         164.91
## 421                    484948                         165.06
## 422                    470054                         165.20
## 423                    461936                         165.35
## 424                    460515                         165.50
## 425                    455945                         165.68
## 426                    443213                         165.79
## 427                    434926                         165.83
## 428                    415156                         165.93
## 429                    400997                         166.05
## 430                    386983                         166.17
## 431                    372703                         166.29
## 432                    358737                         166.44
## 433                    349376                         166.52
## 434                    349249                         166.57
## 435                    346048                         166.66
## 436                    338349                         166.76
## 437                    328494                         166.86
## 438                    317314                         166.96
## 439                    298596                         167.07
## 440                    293233                         167.14
## 441                    288962                         167.18
## 442                    288018                         167.27
## 443                    277486                         167.35
## 444                    265423                         167.42
## 445                    254877                         167.49
## 446                    244087                         167.58
## 447                    235282                         167.64
## 448                    230394                         167.66
## 449                    215926                         167.72
## 450                    207996                         167.78
## 451                    201692                         167.85
## 452                    196026                         167.91
## 453                    188009                         167.98
## 454                    182436                         168.02
## 455                    180409                         168.04
## 456                    175661                         168.15
## 457                    174294                         168.21
## 458                    171402                         168.27
## 459                    169646                         168.34
## 460                    169474                         168.38
##     people_vaccinated_per_hundred people_fully_vaccinated_per_hundred
## 1                            0.01                                0.00
## 2                            0.02                                0.00
## 3                            0.07                                0.00
## 4                            0.15                                0.00
## 5                            0.27                                0.00
## 6                            0.33                                0.00
## 7                            0.36                                0.00
## 8                            0.47                                0.00
## 9                            0.60                                0.00
## 10                           0.77                                0.01
## 11                           0.83                                0.01
## 12                           0.83                                0.01
## 13                           0.87                                0.01
## 14                           0.90                                0.01
## 15                           1.08                                0.01
## 16                           1.29                                0.01
## 17                           1.54                                0.01
## 18                           1.66                                0.01
## 19                           1.69                                0.01
## 20                           1.77                                0.02
## 21                           1.80                                0.02
## 22                           1.99                                0.03
## 23                           2.20                                0.06
## 24                           2.46                                0.11
## 25                           2.72                                0.19
## 26                           2.97                                0.30
## 27                           3.08                                0.34
## 28                           3.14                                0.36
## 29                           3.35                                0.46
## 30                           3.63                                0.55
## 31                           3.94                                0.64
## 32                           4.29                                0.68
## 33                           4.63                                0.71
## 34                           4.80                                0.73
## 35                           4.87                                0.75
## 36                           5.07                                0.82
## 37                           5.36                                0.92
## 38                           5.70                                1.05
## 39                           6.10                                1.13
## 40                           6.52                                1.20
## 41                           6.75                                1.24
## 42                           6.84                                1.27
## 43                           7.10                                1.42
## 44                           7.41                                1.59
## 45                           7.79                                1.79
## 46                           8.20                                1.95
## 47                           8.62                                2.10
## 48                           8.84                                2.18
## 49                           8.94                                2.22
## 50                           9.17                                2.39
## 51                           9.46                                2.60
## 52                           9.84                                2.85
## 53                          10.26                                3.13
## 54                          10.67                                3.41
## 55                          10.92                                3.54
## 56                          11.01                                3.59
## 57                          11.26                                3.80
## 58                          11.57                                4.07
## 59                          11.94                                4.38
## 60                          12.33                                4.71
## 61                          12.74                                5.06
## 62                          13.00                                5.23
## 63                          13.11                                5.30
## 64                          13.29                                5.46
## 65                          13.53                                5.70
## 66                          13.81                                6.00
## 67                          14.06                                6.29
## 68                          14.31                                6.62
## 69                          14.49                                6.83
## 70                          14.57                                6.92
## 71                          14.75                                7.16
## 72                          15.01                                7.47
## 73                          15.39                                7.84
## 74                          15.85                                8.25
## 75                          16.36                                8.66
## 76                          16.70                                8.91
## 77                          16.86                                9.00
## 78                          17.22                                9.24
## 79                          17.66                                9.53
## 80                          18.19                                9.86
## 81                          18.78                               10.24
## 82                          19.38                               10.63
## 83                          19.79                               10.89
## 84                          19.99                               11.00
## 85                          20.44                               11.25
## 86                          20.98                               11.58
## 87                          21.60                               11.96
## 88                          22.29                               12.38
## 89                          22.93                               12.84
## 90                          23.34                               13.15
## 91                          23.54                               13.27
## 92                          23.99                               13.54
## 93                          24.57                               13.85
## 94                          25.21                               14.19
## 95                          25.90                               14.56
## 96                          26.57                               14.92
## 97                          26.99                               15.18
## 98                          27.20                               15.29
## 99                          27.68                               15.54
## 100                         28.28                               15.88
## 101                         28.95                               16.31
## 102                         29.63                               16.81
## 103                         30.26                               17.35
## 104                         30.68                               17.70
## 105                         30.88                               17.87
## 106                         31.36                               18.25
## 107                         31.97                               18.75
## 108                         32.70                               19.33
## 109                         33.46                               20.01
## 110                         34.08                               20.56
## 111                         34.48                               20.91
## 112                         34.61                               21.02
## 113                         35.13                               21.50
## 114                         35.82                               22.13
## 115                         36.59                               22.82
## 116                         37.37                               23.58
## 117                         38.10                               24.31
## 118                         38.62                               24.81
## 119                         38.87                               25.05
## 120                         39.36                               25.57
## 121                         39.89                               26.09
## 122                         40.41                               26.67
## 123                         40.93                               27.25
## 124                         41.43                               27.84
## 125                         41.78                               28.19
## 126                         41.94                               28.36
## 127                         42.26                               28.81
## 128                         42.67                               29.36
## 129                         43.09                               29.98
## 130                         43.51                               30.59
## 131                         43.91                               31.17
## 132                         44.22                               31.53
## 133                         44.36                               31.67
## 134                         44.64                               32.11
## 135                         44.98                               32.65
## 136                         45.32                               33.24
## 137                         45.65                               33.83
## 138                         45.99                               34.39
## 139                         46.20                               34.74
## 140                         46.30                               34.92
## 141                         46.49                               35.34
## 142                         46.73                               35.87
## 143                         46.98                               36.42
## 144                         47.21                               36.96
## 145                         47.45                               37.50
## 146                         47.60                               37.83
## 147                         47.66                               37.96
## 148                         47.80                               38.31
## 149                         48.00                               38.75
## 150                         48.20                               39.18
## 151                         48.47                               39.61
## 152                         48.80                               40.04
## 153                         49.08                               40.34
## 154                         49.22                               40.49
## 155                         49.49                               40.79
## 156                         49.78                               41.14
## 157                         50.08                               41.50
## 158                         50.36                               41.85
## 159                         50.64                               42.21
## 160                         50.86                               42.44
## 161                         50.96                               42.55
## 162                         51.15                               42.78
## 163                         51.35                               43.03
## 164                         51.55                               43.28
## 165                         51.74                               43.52
## 166                         51.92                               43.76
## 167                         52.03                               43.88
## 168                         52.09                               43.95
## 169                         52.12                               43.98
## 170                         52.28                               44.22
## 171                         52.43                               44.42
## 172                         52.57                               44.67
## 173                         52.72                               44.96
## 174                         52.82                               45.19
## 175                         52.88                               45.30
## 176                         52.99                               45.52
## 177                         53.11                               45.77
## 178                         53.23                               46.02
## 179                         53.35                               46.26
## 180                         53.48                               46.52
## 181                         53.56                               46.71
## 182                         53.60                               46.80
## 183                         53.70                               46.99
## 184                         53.81                               47.19
## 185                         53.91                               47.38
## 186                         54.02                               47.55
## 187                         54.13                               47.73
## 188                         54.20                               47.84
## 189                         54.23                               47.90
## 190                         54.33                               47.98
## 191                         54.42                               48.13
## 192                         54.52                               48.26
## 193                         54.62                               48.38
## 194                         54.73                               48.52
## 195                         54.79                               48.61
## 196                         54.83                               48.65
## 197                         54.91                               48.75
## 198                         55.00                               48.85
## 199                         55.10                               48.96
## 200                         55.19                               49.06
## 201                         55.28                               49.16
## 202                         55.33                               49.22
## 203                         55.34                               49.23
## 204                         55.40                               49.29
## 205                         55.48                               49.39
## 206                         55.57                               49.49
## 207                         55.66                               49.58
## 208                         55.76                               49.69
## 209                         55.82                               49.75
## 210                         55.85                               49.78
## 211                         55.94                               49.86
## 212                         56.02                               49.94
## 213                         56.11                               50.03
## 214                         56.20                               50.11
## 215                         56.30                               50.20
## 216                         56.37                               50.25
## 217                         56.41                               50.29
## 218                         56.51                               50.36
## 219                         56.63                               50.44
## 220                         56.74                               50.52
## 221                         56.87                               50.60
## 222                         57.01                               50.68
## 223                         57.11                               50.74
## 224                         57.17                               50.75
## 225                         57.30                               50.82
## 226                         57.45                               50.90
## 227                         57.59                               50.97
## 228                         57.74                               51.05
## 229                         57.92                               51.14
## 230                         58.02                               51.19
## 231                         58.09                               51.22
## 232                         58.24                               51.29
## 233                         58.40                               51.37
## 234                         58.57                               51.45
## 235                         58.74                               51.53
## 236                         58.93                               51.62
## 237                         59.04                               51.68
## 238                         59.11                               51.71
## 239                         59.27                               51.80
## 240                         59.43                               51.89
## 241                         59.58                               51.98
## 242                         59.74                               52.07
## 243                         59.91                               52.19
## 244                         60.02                               52.26
## 245                         60.08                               52.31
## 246                         60.22                               52.42
## 247                         60.37                               52.53
## 248                         60.52                               52.64
## 249                         60.66                               52.76
## 250                         60.82                               52.90
## 251                         60.92                               52.99
## 252                         60.98                               53.04
## 253                         61.11                               53.17
## 254                         61.25                               53.29
## 255                         61.39                               53.42
## 256                         61.53                               53.55
## 257                         61.69                               53.71
## 258                         61.79                               53.81
## 259                         61.85                               53.88
## 260                         61.97                               54.00
## 261                         62.10                               54.13
## 262                         62.23                               54.25
## 263                         62.35                               54.38
## 264                         62.49                               54.52
## 265                         62.56                               54.61
## 266                         62.61                               54.66
## 267                         62.64                               54.68
## 268                         62.75                               54.83
## 269                         62.86                               54.95
## 270                         62.97                               55.07
## 271                         63.10                               55.22
## 272                         63.18                               55.31
## 273                         63.23                               55.36
## 274                         63.33                               55.48
## 275                         63.43                               55.59
## 276                         63.52                               55.71
## 277                         63.62                               55.83
## 278                         63.72                               55.97
## 279                         63.78                               56.05
## 280                         63.82                               56.10
## 281                         63.90                               56.21
## 282                         63.98                               56.31
## 283                         64.06                               56.41
## 284                         64.13                               56.51
## 285                         64.23                               56.64
## 286                         64.29                               56.71
## 287                         64.33                               56.75
## 288                         64.42                               56.82
## 289                         64.50                               56.91
## 290                         64.59                               57.00
## 291                         64.68                               57.10
## 292                         64.77                               57.21
## 293                         64.83                               57.28
## 294                         64.86                               57.31
## 295                         64.93                               57.39
## 296                         65.01                               57.47
## 297                         65.08                               57.55
## 298                         65.16                               57.62
## 299                         65.24                               57.72
## 300                         65.29                               57.77
## 301                         65.32                               57.80
## 302                         65.38                               57.87
## 303                         65.45                               57.94
## 304                         65.52                               58.01
## 305                         65.59                               58.08
## 306                         65.67                               58.16
## 307                         65.71                               58.20
## 308                         65.74                               58.23
## 309                         65.80                               58.29
## 310                         65.87                               58.35
## 311                         65.93                               58.41
## 312                         65.99                               58.47
## 313                         66.08                               58.54
## 314                         66.13                               58.58
## 315                         66.16                               58.61
## 316                         66.25                               58.67
## 317                         66.34                               58.73
## 318                         66.44                               58.79
## 319                         66.53                               58.85
## 320                         66.63                               58.93
## 321                         66.68                               58.96
## 322                         66.71                               58.98
## 323                         66.79                               59.04
## 324                         66.88                               59.10
## 325                         66.97                               59.16
## 326                         67.08                               59.21
## 327                         67.22                               59.28
## 328                         67.33                               59.32
## 329                         67.40                               59.34
## 330                         67.54                               59.39
## 331                         67.70                               59.44
## 332                         67.87                               59.49
## 333                         68.04                               59.54
## 334                         68.23                               59.60
## 335                         68.39                               59.63
## 336                         68.47                               59.65
## 337                         68.60                               59.70
## 338                         68.75                               59.75
## 339                         68.90                               59.80
## 340                         69.06                               59.85
## 341                         69.23                               59.91
## 342                         69.37                               59.94
## 343                         69.43                               59.96
## 344                         69.58                               60.01
## 345                         69.73                               60.06
## 346                         69.85                               60.11
## 347                         69.85                               60.11
## 348                         69.95                               60.16
## 349                         70.01                               60.22
## 350                         70.06                               60.27
## 351                         70.16                               60.38
## 352                         70.29                               60.49
## 353                         70.42                               60.62
## 354                         70.56                               60.73
## 355                         70.71                               60.88
## 356                         70.80                               61.02
## 357                         70.85                               61.07
## 358                         70.96                               61.17
## 359                         71.09                               61.28
## 360                         71.21                               61.38
## 361                         71.33                               61.48
## 362                         71.46                               61.60
## 363                         71.54                               61.70
## 364                         71.58                               61.74
## 365                         71.69                               61.83
## 366                         71.80                               61.91
## 367                         71.91                               61.99
## 368                         72.03                               62.04
## 369                         72.16                               62.12
## 370                         72.25                               62.17
## 371                         72.30                               62.19
## 372                         72.43                               62.26
## 373                         72.57                               62.33
## 374                         72.71                               62.40
## 375                         72.82                               62.46
## 376                         72.85                               62.47
## 377                         72.85                               62.47
## 378                         72.89                               62.50
## 379                         73.01                               62.57
## 380                         73.14                               62.64
## 381                         73.27                               62.71
## 382                         73.39                               62.78
## 383                         73.44                               62.80
## 384                         73.45                               62.81
## 385                         73.49                               62.84
## 386                         73.60                               62.89
## 387                         73.71                               62.96
## 388                         73.82                               63.02
## 389                         73.94                               63.09
## 390                         74.06                               63.16
## 391                         74.14                               63.21
## 392                         74.18                               63.23
## 393                         74.28                               63.29
## 394                         74.38                               63.35
## 395                         74.49                               63.41
## 396                         74.59                               63.47
## 397                         74.70                               63.52
## 398                         74.77                               63.55
## 399                         74.80                               63.56
## 400                         74.87                               63.60
## 401                         74.95                               63.66
## 402                         75.02                               63.72
## 403                         75.09                               63.77
## 404                         75.18                               63.82
## 405                         75.23                               63.84
## 406                         75.26                               63.86
## 407                         75.32                               63.91
## 408                         75.38                               63.96
## 409                         75.44                               64.01
## 410                         75.50                               64.07
## 411                         75.57                               64.13
## 412                         75.61                               64.16
## 413                         75.63                               64.18
## 414                         75.68                               64.23
## 415                         75.73                               64.28
## 416                         75.77                               64.32
## 417                         75.81                               64.36
## 418                         75.85                               64.42
## 419                         75.89                               64.46
## 420                         75.91                               64.47
## 421                         75.94                               64.51
## 422                         75.98                               64.56
## 423                         76.02                               64.60
## 424                         76.06                               64.64
## 425                         76.11                               64.69
## 426                         76.13                               64.72
## 427                         76.15                               64.74
## 428                         76.17                               64.76
## 429                         76.20                               64.80
## 430                         76.23                               64.83
## 431                         76.26                               64.86
## 432                         76.30                               64.91
## 433                         76.32                               64.93
## 434                         76.34                               64.94
## 435                         76.36                               64.97
## 436                         76.39                               64.99
## 437                         76.41                               65.02
## 438                         76.44                               65.05
## 439                         76.47                               65.08
## 440                         76.49                               65.10
## 441                         76.50                               65.10
## 442                         76.52                               65.13
## 443                         76.54                               65.15
## 444                         76.56                               65.17
## 445                         76.58                               65.19
## 446                         76.60                               65.21
## 447                         76.62                               65.23
## 448                         76.63                               65.24
## 449                         76.64                               65.25
## 450                         76.66                               65.27
## 451                         76.68                               65.29
## 452                         76.69                               65.30
## 453                         76.71                               65.32
## 454                         76.72                               65.34
## 455                         76.73                               65.34
## 456                         76.76                               65.37
## 457                         76.77                               65.39
## 458                         76.79                               65.40
## 459                         76.81                               65.42
## 460                         76.82                               65.43
##     total_boosters_per_hundred new_vaccinations_smoothed_per_million
## 1                           NA                                    14
## 2                           NA                                    82
## 3                           NA                                   215
## 4                           NA                                   367
## 5                           NA                                   544
## 6                           NA                                   545
## 7                           NA                                   512
## 8                           NA                                   675
## 9                           NA                                   846
## 10                          NA                                  1024
## 11                          NA                                   991
## 12                          NA                                   818
## 13                          NA                                   801
## 14                          NA                                   797
## 15                          NA                                   887
## 16                          NA                                  1005
## 17                          NA                                  1120
## 18                          NA                                  1217
## 19                          NA                                  1256
## 20                          NA                                  1309
## 21                          NA                                  1327
## 22                          NA                                  1356
## 23                          NA                                  1403
## 24                          NA                                  1479
## 25                          NA                                  1802
## 26                          NA                                  2290
## 27                          NA                                  2395
## 28                          NA                                  2443
## 29                          NA                                  2621
## 30                          NA                                  2805
## 31                          NA                                  2935
## 32                          NA                                  2998
## 33                          NA                                  3007
## 34                          NA                                  3067
## 35                          NA                                  3090
## 36                          NA                                  3010
## 37                          NA                                  3048
## 38                          NA                                  3168
## 39                          NA                                  3303
## 40                          NA                                  3463
## 41                          NA                                  3573
## 42                          NA                                  3612
## 43                          NA                                  3822
## 44                          NA                                  3958
## 45                          NA                                  4100
## 46                          NA                                  4242
## 47                          NA                                  4365
## 48                          NA                                  4413
## 49                          NA                                  4441
## 50                          NA                                  4446
## 51                          NA                                  4460
## 52                          NA                                  4549
## 53                          NA                                  4714
## 54                          NA                                  4904
## 55                          NA                                  5025
## 56                          NA                                  5019
## 57                          NA                                  5103
## 58                          NA                                  5222
## 59                          NA                                  5294
## 60                          NA                                  5320
## 61                          NA                                  5418
## 62                          NA                                  5493
## 63                          NA                                  5557
## 64                          NA                                  5384
## 65                          NA                                  5232
## 66                          NA                                  5086
## 67                          NA                                  4850
## 68                          NA                                  4584
## 69                          NA                                  4512
## 70                          NA                                  4513
## 71                          NA                                  4635
## 72                          NA                                  4771
## 73                          NA                                  5013
## 74                          NA                                  5478
## 75                          NA                                  5971
## 76                          NA                                  6268
## 77                          NA                                  6380
## 78                          NA                                  6633
## 79                          NA                                  6859
## 80                          NA                                  7021
## 81                          NA                                  7135
## 82                          NA                                  7185
## 83                          NA                                  7212
## 84                          NA                                  7242
## 85                          NA                                  7291
## 86                          NA                                  7396
## 87                          NA                                  7491
## 88                          NA                                  7593
## 89                          NA                                  7678
## 90                          NA                                  7735
## 91                          NA                                  7761
## 92                          NA                                  7811
## 93                          NA                                  7889
## 94                          NA                                  7908
## 95                          NA                                  7892
## 96                          NA                                  7854
## 97                          NA                                  7839
## 98                          NA                                  7854
## 99                          NA                                  7890
## 100                         NA                                  7966
## 101                         NA                                  8134
## 102                         NA                                  8321
## 103                         NA                                  8533
## 104                         NA                                  8670
## 105                         NA                                  8752
## 106                         NA                                  8956
## 107                         NA                                  9183
## 108                         NA                                  9448
## 109                         NA                                  9757
## 110                         NA                                  9681
## 111                         NA                                  9607
## 112                         NA                                  9415
## 113                         NA                                  9529
## 114                         NA                                  9695
## 115                         NA                                  9774
## 116                         NA                                  9751
## 117                         NA                                 10036
## 118                         NA                                 10288
## 119                         NA                                 10562
## 120                         NA                                 10524
## 121                         NA                                 10307
## 122                         NA                                 10019
## 123                         NA                                  9691
## 124                         NA                                  9380
## 125                         NA                                  9151
## 126                         NA                                  9035
## 127                         NA                                  8846
## 128                         NA                                  8737
## 129                         NA                                  8640
## 130                         NA                                  8531
## 131                         NA                                  8397
## 132                         NA                                  8331
## 133                         NA                                  8271
## 134                         NA                                  8187
## 135                         NA                                  8043
## 136                         NA                                  7879
## 137                         NA                                  7686
## 138                         NA                                  7521
## 139                         NA                                  7366
## 140                         NA                                  7317
## 141                         NA                                  7135
## 142                         NA                                  6968
## 143                         NA                                  6737
## 144                         NA                                  6512
## 145                         NA                                  6340
## 146                         NA                                  6207
## 147                         NA                                  6094
## 148                         NA                                  5939
## 149                         NA                                  5743
## 150                         NA                                  5515
## 151                         NA                                  5411
## 152                         NA                                  5387
## 153                         NA                                  5521
## 154                         NA                                  5658
## 155                         NA                                  5751
## 156                         NA                                  5762
## 157                         NA                                  5793
## 158                         NA                                  5682
## 159                         NA                                  5513
## 160                         NA                                  5343
## 161                         NA                                  5224
## 162                         NA                                  5009
## 163                         NA                                  4737
## 164                         NA                                  4456
## 165                         NA                                  4167
## 166                         NA                                  3854
## 167                         NA                                  3560
## 168                         NA                                  3443
## 169                         NA                                  2962
## 170                         NA                                  2889
## 171                         NA                                  2753
## 172                         NA                                  2711
## 173                         NA                                  2742
## 174                         NA                                  2874
## 175                         NA                                  2930
## 176                         NA                                  3304
## 177                         NA                                  3265
## 178                         NA                                  3286
## 179                         NA                                  3253
## 180                         NA                                  3180
## 181                         NA                                  3103
## 182                         NA                                  3050
## 183                         NA                                  2982
## 184                         NA                                  2897
## 185                         NA                                  2802
## 186                         NA                                  2683
## 187                         NA                                  2550
## 188                         NA                                  2414
## 189                         NA                                  2364
## 190                         NA                                  2212
## 191                         NA                                  2117
## 192                         NA                                  2028
## 193                         NA                                  1944
## 194                         NA                                  1878
## 195                         NA                                  1846
## 196                         NA                                  1842
## 197                         NA                                  1839
## 198                         NA                                  1784
## 199                         NA                                  1739
## 200                         NA                                  1699
## 201                         NA                                  1636
## 202                         NA                                  1575
## 203                         NA                                  1482
## 204                         NA                                  1414
## 205                         NA                                  1395
## 206                         NA                                  1370
## 207                         NA                                  1353
## 208                         NA                                  1359
## 209                         NA                                  1377
## 210                         NA                                  1449
## 211                         NA                                  1502
## 212                         NA                                  1478
## 213                         NA                                  1461
## 214                         NA                                  1449
## 215                         NA                                  1446
## 216                         NA                                  1446
## 217                         NA                                  1453
## 218                         NA                                  1474
## 219                         NA                                  1507
## 220                         NA                                  1550
## 221                         NA                                  1597
## 222                         NA                                  1649
## 223                         NA                                  1676
## 224                         NA                                  1687
## 225                         NA                                  1719
## 226                         NA                                  1761
## 227                         NA                                  1799
## 228                         NA                                  1830
## 229                         NA                                  1867
## 230                         NA                                  1889
## 231                         NA                                  1919
## 232                         NA                                  1952
## 233                         NA                                  1978
## 234                         NA                                  2003
## 235                         NA                                  2034
## 236                         NA                                  2065
## 237                         NA                                  2084
## 238                         NA                                  2094
## 239                         NA                                  2121
## 240                         NA                                  2137
## 241                         NA                                  2133
## 242                         NA                                  2138
## 243                       0.00                                  2155
## 244                       0.02                                  2184
## 245                       0.03                                  2205
## 246                       0.05                                  2242
## 247                       0.08                                  2296
## 248                       0.11                                  2375
## 249                       0.15                                  2436
## 250                       0.18                                  2504
## 251                       0.20                                  2522
## 252                       0.21                                  2517
## 253                       0.24                                  2539
## 254                       0.27                                  2550
## 255                       0.30                                  2556
## 256                       0.34                                  2576
## 257                       0.37                                  2603
## 258                       0.39                                  2623
## 259                       0.40                                  2641
## 260                       0.43                                  2643
## 261                       0.47                                  2633
## 262                       0.50                                  2620
## 263                       0.54                                  2579
## 264                       0.57                                  2523
## 265                       0.59                                  2458
## 266                       0.60                                  2430
## 267                       0.60                                  2109
## 268                       0.63                                  2101
## 269                       0.66                                  2061
## 270                       0.69                                  2039
## 271                       0.72                                  2036
## 272                       0.73                                  2051
## 273                       0.74                                  2044
## 274                       0.76                                  2303
## 275                       0.79                                  2235
## 276                       0.81                                  2199
## 277                       0.83                                  2162
## 278                       0.86                                  2105
## 279                       0.87                                  2072
## 280                       0.88                                  2053
## 281                       0.91                                  2012
## 282                       0.93                                  1980
## 283                       0.96                                  1938
## 284                       0.99                                  1901
## 285                       1.07                                  1935
## 286                       1.14                                  1999
## 287                       1.18                                  2043
## 288                       1.34                                  2187
## 289                       1.50                                  2381
## 290                       1.66                                  2582
## 291                       1.83                                  2789
## 292                       2.02                                  2926
## 293                       2.09                                  2908
## 294                       2.13                                  2890
## 295                       2.28                                  2869
## 296                       2.43                                  2819
## 297                       2.59                                  2773
## 298                       2.74                                  2710
## 299                       2.91                                  2639
## 300                       2.98                                  2599
## 301                       3.01                                  2576
## 302                       3.14                                  2522
## 303                       3.28                                  2484
## 304                       3.41                                  2430
## 305                       3.55                                  2386
## 306                       3.71                                  2347
## 307                       3.77                                  2328
## 308                       3.80                                  2309
## 309                       3.92                                  2298
## 310                       4.05                                  2254
## 311                       4.19                                  2225
## 312                       4.32                                  2201
## 313                       4.58                                  2341
## 314                       4.73                                  2484
## 315                       4.82                                  2571
## 316                       5.12                                  2867
## 317                       5.44                                  3182
## 318                       5.77                                  3517
## 319                       6.10                                  3838
## 320                       6.47                                  4012
## 321                       6.63                                  4008
## 322                       6.71                                  3993
## 323                       7.01                                  3964
## 324                       7.32                                  3940
## 325                       7.63                                  3914
## 326                       7.96                                  3927
## 327                       8.33                                  3981
## 328                       8.49                                  4073
## 329                       8.57                                  4123
## 330                       8.82                                  4125
## 331                       9.10                                  4183
## 332                       9.41                                  4271
## 333                       9.68                                  4256
## 334                      10.02                                  4291
## 335                      10.18                                  4352
## 336                      10.27                                  4362
## 337                      10.54                                  4400
## 338                      10.85                                  4419
## 339                      11.18                                  4415
## 340                      11.51                                  4494
## 341                      11.90                                  4529
## 342                      12.10                                  4554
## 343                      12.21                                  4581
## 344                      12.56                                  4692
## 345                      12.90                                  4738
## 346                      13.14                                  4578
## 347                      13.15                                  3826
## 348                      13.36                                  3456
## 349                      13.51                                  3311
## 350                      13.60                                  3289
## 351                      13.88                                  3225
## 352                      14.22                                  3281
## 353                      14.60                                  3607
## 354                      14.99                                  4517
## 355                      15.43                                  5041
## 356                      15.65                                  5291
## 357                      15.76                                  5350
## 358                      16.09                                  5421
## 359                      16.44                                  5415
## 360                      16.79                                  5318
## 361                      17.14                                  5215
## 362                      17.52                                  5072
## 363                      17.72                                  4977
## 364                      17.82                                  4934
## 365                      18.12                                  4843
## 366                      18.43                                  4759
## 367                      18.75                                  4670
## 368                      19.09                                  4571
## 369                      19.46                                  4497
## 370                      19.66                                  4439
## 371                      19.78                                  4443
## 372                      20.13                                  4538
## 373                      20.50                                  4646
## 374                      20.85                                  4708
## 375                      21.12                                  4610
## 376                      21.18                                  3950
## 377                      21.19                                  3474
## 378                      21.26                                  3405
## 379                      21.53                                  3271
## 380                      21.83                                  3150
## 381                      22.13                                  3069
## 382                      22.40                                  3097
## 383                      22.50                                  3193
## 384                      22.52                                  3234
## 385                      22.60                                  3241
## 386                      22.81                                  3117
## 387                      23.05                                  2998
## 388                      23.30                                  2898
## 389                      23.56                                  2866
## 390                      23.85                                  3300
## 391                      24.02                                  3699
## 392                      24.11                                  3698
## 393                      24.32                                  3704
## 394                      24.55                                  3657
## 395                      24.77                                  3598
## 396                      25.00                                  3525
## 397                      25.26                                  3452
## 398                      25.40                                  3343
## 399                      25.47                                  3298
## 400                      25.61                                  3116
## 401                      25.77                                  2985
## 402                      25.92                                  2844
## 403                      26.07                                  2694
## 404                      26.26                                  2526
## 405                      26.36                                  2453
## 406                      26.41                                  2428
## 407                      26.54                                  2412
## 408                      26.66                                  2329
## 409                      26.78                                  2249
## 410                      26.90                                  2188
## 411                      27.04                                  2136
## 412                      27.11                                  2074
## 413                      27.15                                  2046
## 414                      27.24                                  1976
## 415                      27.32                                  1894
## 416                      27.40                                  1800
## 417                      27.47                                  1686
## 418                      27.56                                  1560
## 419                      27.62                                  1546
## 420                      27.64                                  1523
## 421                      27.71                                  1461
## 422                      27.77                                  1416
## 423                      27.84                                  1391
## 424                      27.90                                  1387
## 425                      27.99                                  1373
## 426                      28.03                                  1335
## 427                      28.05                                  1310
## 428                      28.09                                  1250
## 429                      28.15                                  1208
## 430                      28.20                                  1166
## 431                      28.25                                  1123
## 432                      28.33                                  1081
## 433                      28.36                                  1052
## 434                      28.38                                  1052
## 435                      28.42                                  1042
## 436                      28.47                                  1019
## 437                      28.51                                   989
## 438                      28.56                                   956
## 439                      28.61                                   899
## 440                      28.64                                   883
## 441                      28.66                                   870
## 442                      28.70                                   868
## 443                      28.73                                   836
## 444                      28.77                                   799
## 445                      28.80                                   768
## 446                      28.84                                   735
## 447                      28.86                                   709
## 448                      28.87                                   694
## 449                      28.90                                   650
## 450                      28.93                                   626
## 451                      28.95                                   607
## 452                      28.98                                   590
## 453                      29.01                                   566
## 454                      29.03                                   549
## 455                      29.04                                   543
## 456                      29.09                                   529
## 457                      29.11                                   525
## 458                      29.14                                   516
## 459                      29.17                                   511
## 460                      29.19                                   510
##     new_people_vaccinated_smoothed new_people_vaccinated_smoothed_per_hundred
## 1                             4418                                      0.001
## 2                            25926                                      0.008
## 3                            68786                                      0.021
## 4                           117957                                      0.036
## 5                           175895                                      0.053
## 6                           176237                                      0.053
## 7                           165829                                      0.050
## 8                           218799                                      0.066
## 9                           274747                                      0.083
## 10                          333043                                      0.100
## 11                          322397                                      0.097
## 12                          265948                                      0.080
## 13                          260241                                      0.078
## 14                          258822                                      0.078
## 15                          287604                                      0.087
## 16                          325297                                      0.098
## 17                          362572                                      0.109
## 18                          393953                                      0.119
## 19                          405550                                      0.122
## 20                          422356                                      0.127
## 21                          427860                                      0.129
## 22                          430929                                      0.130
## 23                          434758                                      0.131
## 24                          435833                                      0.131
## 25                          500965                                      0.151
## 26                          608667                                      0.183
## 27                          625079                                      0.188
## 28                          631431                                      0.190
## 29                          649393                                      0.196
## 30                          676149                                      0.204
## 31                          704544                                      0.212
## 32                          746036                                      0.225
## 33                          784468                                      0.236
## 34                          812424                                      0.245
## 35                          823756                                      0.248
## 36                          811555                                      0.244
## 37                          818476                                      0.247
## 38                          836211                                      0.252
## 39                          860923                                      0.259
## 40                          900315                                      0.271
## 41                          925517                                      0.279
## 42                          931804                                      0.281
## 43                          963423                                      0.290
## 44                          975853                                      0.294
## 45                          989640                                      0.298
## 46                          995292                                      0.300
## 47                          992396                                      0.299
## 48                          994641                                      0.300
## 49                          997797                                      0.301
## 50                          984891                                      0.297
## 51                          971997                                      0.293
## 52                          973247                                      0.293
## 53                          975850                                      0.294
## 54                          973356                                      0.293
## 55                          986688                                      0.297
## 56                          980234                                      0.295
## 57                          989872                                      0.298
## 58                         1000505                                      0.301
## 59                          996070                                      0.300
## 60                          980080                                      0.295
## 61                          983412                                      0.296
## 62                          985945                                      0.297
## 63                          995877                                      0.300
## 64                          963399                                      0.290
## 65                          929092                                      0.280
## 66                          886912                                      0.267
## 67                          823711                                      0.248
## 68                          744512                                      0.224
## 69                          705522                                      0.213
## 70                          692361                                      0.209
## 71                          693400                                      0.209
## 72                          703334                                      0.212
## 73                          747894                                      0.225
## 74                          848354                                      0.256
## 75                          969665                                      0.292
## 76                         1047379                                      0.315
## 77                         1087444                                      0.328
## 78                         1170521                                      0.353
## 79                         1255814                                      0.378
## 80                         1326812                                      0.400
## 81                         1386737                                      0.418
## 82                         1433979                                      0.432
## 83                         1463957                                      0.441
## 84                         1484354                                      0.447
## 85                         1524867                                      0.459
## 86                         1574250                                      0.474
## 87                         1620096                                      0.488
## 88                         1665947                                      0.502
## 89                         1682229                                      0.507
## 90                         1687143                                      0.508
## 91                         1682963                                      0.507
## 92                         1685208                                      0.508
## 93                         1702552                                      0.513
## 94                         1711815                                      0.516
## 95                         1714457                                      0.516
## 96                         1728239                                      0.521
## 97                         1732010                                      0.522
## 98                         1737029                                      0.523
## 99                         1752224                                      0.528
## 100                        1759780                                      0.530
## 101                        1771402                                      0.534
## 102                        1767375                                      0.532
## 103                        1751853                                      0.528
## 104                        1746200                                      0.526
## 105                        1744557                                      0.525
## 106                        1745195                                      0.526
## 107                        1749624                                      0.527
## 108                        1778741                                      0.536
## 109                        1816229                                      0.547
## 110                        1809566                                      0.545
## 111                        1802843                                      0.543
## 112                        1769420                                      0.533
## 113                        1787477                                      0.538
## 114                        1826805                                      0.550
## 115                        1848035                                      0.557
## 116                        1853421                                      0.558
## 117                        1907980                                      0.575
## 118                        1965159                                      0.592
## 119                        2021638                                      0.609
## 120                        2006886                                      0.604
## 121                        1928352                                      0.581
## 122                        1809216                                      0.545
## 123                        1692463                                      0.510
## 124                        1576825                                      0.475
## 125                        1496334                                      0.451
## 126                        1454100                                      0.438
## 127                        1375517                                      0.414
## 128                        1320693                                      0.398
## 129                        1270762                                      0.383
## 130                        1220128                                      0.367
## 131                        1179878                                      0.355
## 132                        1157155                                      0.349
## 133                        1150318                                      0.346
## 134                        1128797                                      0.340
## 135                        1092663                                      0.329
## 136                        1058798                                      0.319
## 137                        1017642                                      0.307
## 138                         982686                                      0.296
## 139                         940085                                      0.283
## 140                         916537                                      0.276
## 141                         874344                                      0.263
## 142                         832994                                      0.251
## 143                         785991                                      0.237
## 144                         738128                                      0.222
## 145                         692925                                      0.209
## 146                         664491                                      0.200
## 147                         647303                                      0.195
## 148                         625238                                      0.188
## 149                         602668                                      0.182
## 150                         578532                                      0.174
## 151                         600368                                      0.181
## 152                         643406                                      0.194
## 153                         700758                                      0.211
## 154                         739684                                      0.223
## 155                         797339                                      0.240
## 156                         844977                                      0.255
## 157                         893855                                      0.269
## 158                         893233                                      0.269
## 159                         870650                                      0.262
## 160                         845375                                      0.255
## 161                         825607                                      0.249
## 162                         789948                                      0.238
## 163                         744056                                      0.224
## 164                         697697                                      0.210
## 165                         653762                                      0.197
## 166                         606939                                      0.183
## 167                         557119                                      0.168
## 168                         537468                                      0.162
## 169                         459465                                      0.138
## 170                         439247                                      0.132
## 171                         415580                                      0.125
## 172                         394112                                      0.119
## 173                         379377                                      0.114
## 174                         375519                                      0.113
## 175                         371288                                      0.112
## 176                         411828                                      0.124
## 177                         394408                                      0.119
## 178                         379671                                      0.114
## 179                         371291                                      0.112
## 180                         360959                                      0.109
## 181                         350513                                      0.106
## 182                         342243                                      0.103
## 183                         336423                                      0.101
## 184                         330194                                      0.099
## 185                         325444                                      0.098
## 186                         317876                                      0.096
## 187                         309345                                      0.093
## 188                         302282                                      0.091
## 189                         302125                                      0.091
## 190                         297780                                      0.090
## 191                         292637                                      0.088
## 192                         288720                                      0.087
## 193                         284099                                      0.086
## 194                         281720                                      0.085
## 195                         280910                                      0.085
## 196                         283037                                      0.085
## 197                         279386                                      0.084
## 198                         275633                                      0.083
## 199                         272383                                      0.082
## 200                         268644                                      0.081
## 201                         262211                                      0.079
## 202                         255973                                      0.077
## 203                         241763                                      0.073
## 204                         231115                                      0.070
## 205                         227701                                      0.069
## 206                         224254                                      0.068
## 207                         223935                                      0.067
## 208                         226268                                      0.068
## 209                         230486                                      0.069
## 210                         243217                                      0.073
## 211                         253795                                      0.076
## 212                         254826                                      0.077
## 213                         254893                                      0.077
## 214                         256002                                      0.077
## 215                         259545                                      0.078
## 216                         261343                                      0.079
## 217                         264017                                      0.080
## 218                         273240                                      0.082
## 219                         286211                                      0.086
## 220                         300971                                      0.091
## 221                         317909                                      0.096
## 222                         338003                                      0.102
## 223                         349155                                      0.105
## 224                         358603                                      0.108
## 225                         373932                                      0.113
## 226                         389372                                      0.117
## 227                         404138                                      0.122
## 228                         415627                                      0.125
## 229                         428054                                      0.129
## 230                         434367                                      0.131
## 231                         437841                                      0.132
## 232                         446193                                      0.134
## 233                         454368                                      0.137
## 234                         463068                                      0.139
## 235                         471922                                      0.142
## 236                         479107                                      0.144
## 237                         484114                                      0.146
## 238                         485742                                      0.146
## 239                         487736                                      0.147
## 240                         486626                                      0.147
## 241                         479015                                      0.144
## 242                         472479                                      0.142
## 243                         466037                                      0.140
## 244                         463273                                      0.140
## 245                         459569                                      0.138
## 246                         451577                                      0.136
## 247                         445844                                      0.134
## 248                         444127                                      0.134
## 249                         439271                                      0.132
## 250                         433141                                      0.130
## 251                         427336                                      0.129
## 252                         423436                                      0.128
## 253                         420233                                      0.127
## 254                         416263                                      0.125
## 255                         413844                                      0.125
## 256                         413440                                      0.125
## 257                         413087                                      0.124
## 258                         412789                                      0.124
## 259                         414125                                      0.125
## 260                         410658                                      0.124
## 261                         404559                                      0.122
## 262                         398533                                      0.120
## 263                         388236                                      0.117
## 264                         376815                                      0.113
## 265                         366432                                      0.110
## 266                         362820                                      0.109
## 267                         315014                                      0.095
## 268                         305909                                      0.092
## 269                         297224                                      0.090
## 270                         292683                                      0.088
## 271                         291987                                      0.088
## 272                         293735                                      0.088
## 273                         292159                                      0.088
## 274                         328748                                      0.099
## 275                         323213                                      0.097
## 276                         315580                                      0.095
## 277                         306784                                      0.092
## 278                         292707                                      0.088
## 279                         285149                                      0.086
## 280                         279751                                      0.084
## 281                         269437                                      0.081
## 282                         261521                                      0.079
## 283                         253026                                      0.076
## 284                         245019                                      0.074
## 285                         240704                                      0.072
## 286                         240340                                      0.072
## 287                         240451                                      0.072
## 288                         245173                                      0.074
## 289                         249475                                      0.075
## 290                         254557                                      0.077
## 291                         259533                                      0.078
## 292                         258759                                      0.078
## 293                         254581                                      0.077
## 294                         252627                                      0.076
## 295                         245233                                      0.074
## 296                         238580                                      0.072
## 297                         232764                                      0.070
## 298                         227160                                      0.068
## 299                         222490                                      0.067
## 300                         218731                                      0.066
## 301                         216834                                      0.065
## 302                         213709                                      0.064
## 303                         211468                                      0.064
## 304                         208439                                      0.063
## 305                         204904                                      0.062
## 306                         201824                                      0.061
## 307                         200871                                      0.061
## 308                         199544                                      0.060
## 309                         199203                                      0.060
## 310                         195370                                      0.059
## 311                         191956                                      0.058
## 312                         189208                                      0.057
## 313                         193633                                      0.058
## 314                         198715                                      0.060
## 315                         202202                                      0.061
## 316                         213568                                      0.064
## 317                         227305                                      0.068
## 318                         242200                                      0.073
## 319                         255241                                      0.077
## 320                         260207                                      0.078
## 321                         258949                                      0.078
## 322                         257842                                      0.078
## 323                         255188                                      0.077
## 324                         253197                                      0.076
## 325                         253830                                      0.076
## 326                         261433                                      0.079
## 327                         279599                                      0.084
## 328                         311308                                      0.094
## 329                         329467                                      0.099
## 330                         356153                                      0.107
## 331                         390192                                      0.118
## 332                         427508                                      0.129
## 333                         455781                                      0.137
## 334                         482176                                      0.145
## 335                         502900                                      0.151
## 336                         504642                                      0.152
## 337                         503154                                      0.152
## 338                         498282                                      0.150
## 339                         488746                                      0.147
## 340                         482719                                      0.145
## 341                         474708                                      0.143
## 342                         464011                                      0.140
## 343                         459162                                      0.138
## 344                         463236                                      0.140
## 345                         463555                                      0.140
## 346                         448667                                      0.135
## 347                         377427                                      0.114
## 348                         338550                                      0.102
## 349                         304350                                      0.092
## 350                         295289                                      0.089
## 351                         276147                                      0.083
## 352                         264002                                      0.080
## 353                         272101                                      0.082
## 354                         334809                                      0.101
## 355                         359867                                      0.108
## 356                         371429                                      0.112
## 357                         374758                                      0.113
## 358                         379750                                      0.114
## 359                         379288                                      0.114
## 360                         371835                                      0.112
## 361                         365684                                      0.110
## 362                         356671                                      0.107
## 363                         351745                                      0.106
## 364                         349773                                      0.105
## 365                         343700                                      0.104
## 366                         338618                                      0.102
## 367                         334550                                      0.101
## 368                         332481                                      0.100
## 369                         333807                                      0.101
## 370                         336865                                      0.101
## 371                         339371                                      0.102
## 372                         352858                                      0.106
## 373                         367132                                      0.111
## 374                         376880                                      0.114
## 375                         373764                                      0.113
## 376                         326697                                      0.098
## 377                         285780                                      0.086
## 378                         280459                                      0.084
## 379                         273690                                      0.082
## 380                         269021                                      0.081
## 381                         267387                                      0.081
## 382                         272300                                      0.082
## 383                         280588                                      0.085
## 384                         285000                                      0.086
## 385                         285689                                      0.086
## 386                         278201                                      0.084
## 387                         269539                                      0.081
## 388                         261683                                      0.079
## 389                         257196                                      0.077
## 390                         291278                                      0.088
## 391                         325892                                      0.098
## 392                         326623                                      0.098
## 393                         325053                                      0.098
## 394                         320247                                      0.096
## 395                         314603                                      0.095
## 396                         309819                                      0.093
## 397                         306912                                      0.092
## 398                         299933                                      0.090
## 399                         294769                                      0.089
## 400                         278378                                      0.084
## 401                         266221                                      0.080
## 402                         253666                                      0.076
## 403                         240046                                      0.072
## 404                         225727                                      0.068
## 405                         218178                                      0.066
## 406                         216193                                      0.065
## 407                         214490                                      0.065
## 408                         207427                                      0.062
## 409                         200122                                      0.060
## 410                         194023                                      0.058
## 411                         187103                                      0.056
## 412                         179848                                      0.054
## 413                         177106                                      0.053
## 414                         170794                                      0.051
## 415                         162847                                      0.049
## 416                         154635                                      0.047
## 417                         144511                                      0.044
## 418                         133522                                      0.040
## 419                         131615                                      0.040
## 420                         129627                                      0.039
## 421                         124941                                      0.038
## 422                         121536                                      0.037
## 423                         119594                                      0.036
## 424                         119534                                      0.036
## 425                         119262                                      0.036
## 426                         116757                                      0.035
## 427                         114544                                      0.035
## 428                         108860                                      0.033
## 429                         105114                                      0.032
## 430                         101000                                      0.030
## 431                          96751                                      0.029
## 432                          92755                                      0.028
## 433                          90328                                      0.027
## 434                          90162                                      0.027
## 435                          89105                                      0.027
## 436                          87382                                      0.026
## 437                          85206                                      0.026
## 438                          82808                                      0.025
## 439                          78645                                      0.024
## 440                          77323                                      0.023
## 441                          76162                                      0.023
## 442                          75626                                      0.023
## 443                          72807                                      0.022
## 444                          69797                                      0.021
## 445                          67187                                      0.020
## 446                          64509                                      0.019
## 447                          62162                                      0.019
## 448                          60959                                      0.018
## 449                          57932                                      0.017
## 450                          55970                                      0.017
## 451                          54231                                      0.016
## 452                          52725                                      0.016
## 453                          50764                                      0.015
## 454                          49185                                      0.015
## 455                          48488                                      0.015
## 456                          46950                                      0.014
## 457                          46572                                      0.014
## 458                          45650                                      0.014
## 459                          45151                                      0.014
## 460                          44913                                      0.014
##     stringency_index population population_density median_age aged_65_older
## 1              71.76  332915074             35.608       38.3        15.413
## 2              71.76  332915074             35.608       38.3        15.413
## 3              71.76  332915074             35.608       38.3        15.413
## 4              71.76  332915074             35.608       38.3        15.413
## 5              71.76  332915074             35.608       38.3        15.413
## 6              71.76  332915074             35.608       38.3        15.413
## 7              71.76  332915074             35.608       38.3        15.413
## 8              71.76  332915074             35.608       38.3        15.413
## 9              71.76  332915074             35.608       38.3        15.413
## 10             71.76  332915074             35.608       38.3        15.413
## 11             71.76  332915074             35.608       38.3        15.413
## 12             71.76  332915074             35.608       38.3        15.413
## 13             71.76  332915074             35.608       38.3        15.413
## 14             71.76  332915074             35.608       38.3        15.413
## 15             71.76  332915074             35.608       38.3        15.413
## 16             71.76  332915074             35.608       38.3        15.413
## 17             71.76  332915074             35.608       38.3        15.413
## 18             71.76  332915074             35.608       38.3        15.413
## 19             71.76  332915074             35.608       38.3        15.413
## 20             71.76  332915074             35.608       38.3        15.413
## 21             71.76  332915074             35.608       38.3        15.413
## 22             71.76  332915074             35.608       38.3        15.413
## 23             71.76  332915074             35.608       38.3        15.413
## 24             71.76  332915074             35.608       38.3        15.413
## 25             71.76  332915074             35.608       38.3        15.413
## 26             71.76  332915074             35.608       38.3        15.413
## 27             71.76  332915074             35.608       38.3        15.413
## 28             71.76  332915074             35.608       38.3        15.413
## 29             71.76  332915074             35.608       38.3        15.413
## 30             71.76  332915074             35.608       38.3        15.413
## 31             71.76  332915074             35.608       38.3        15.413
## 32             71.76  332915074             35.608       38.3        15.413
## 33             71.76  332915074             35.608       38.3        15.413
## 34             71.76  332915074             35.608       38.3        15.413
## 35             71.76  332915074             35.608       38.3        15.413
## 36             71.76  332915074             35.608       38.3        15.413
## 37             71.76  332915074             35.608       38.3        15.413
## 38             71.76  332915074             35.608       38.3        15.413
## 39             71.76  332915074             35.608       38.3        15.413
## 40             71.76  332915074             35.608       38.3        15.413
## 41             71.76  332915074             35.608       38.3        15.413
## 42             71.76  332915074             35.608       38.3        15.413
## 43             71.76  332915074             35.608       38.3        15.413
## 44             71.76  332915074             35.608       38.3        15.413
## 45             71.76  332915074             35.608       38.3        15.413
## 46             71.76  332915074             35.608       38.3        15.413
## 47             71.76  332915074             35.608       38.3        15.413
## 48             71.76  332915074             35.608       38.3        15.413
## 49             71.76  332915074             35.608       38.3        15.413
## 50             71.76  332915074             35.608       38.3        15.413
## 51             71.76  332915074             35.608       38.3        15.413
## 52             68.06  332915074             35.608       38.3        15.413
## 53             68.06  332915074             35.608       38.3        15.413
## 54             68.06  332915074             35.608       38.3        15.413
## 55             68.06  332915074             35.608       38.3        15.413
## 56             68.06  332915074             35.608       38.3        15.413
## 57             68.06  332915074             35.608       38.3        15.413
## 58             68.06  332915074             35.608       38.3        15.413
## 59             68.06  332915074             35.608       38.3        15.413
## 60             68.06  332915074             35.608       38.3        15.413
## 61             68.06  332915074             35.608       38.3        15.413
## 62             68.06  332915074             35.608       38.3        15.413
## 63             68.06  332915074             35.608       38.3        15.413
## 64             68.06  332915074             35.608       38.3        15.413
## 65             68.06  332915074             35.608       38.3        15.413
## 66             68.06  332915074             35.608       38.3        15.413
## 67             68.06  332915074             35.608       38.3        15.413
## 68             68.06  332915074             35.608       38.3        15.413
## 69             68.06  332915074             35.608       38.3        15.413
## 70             68.06  332915074             35.608       38.3        15.413
## 71             68.06  332915074             35.608       38.3        15.413
## 72             68.06  332915074             35.608       38.3        15.413
## 73             68.06  332915074             35.608       38.3        15.413
## 74             68.06  332915074             35.608       38.3        15.413
## 75             68.06  332915074             35.608       38.3        15.413
## 76             68.06  332915074             35.608       38.3        15.413
## 77             68.06  332915074             35.608       38.3        15.413
## 78             68.06  332915074             35.608       38.3        15.413
## 79             68.06  332915074             35.608       38.3        15.413
## 80             68.06  332915074             35.608       38.3        15.413
## 81             64.35  332915074             35.608       38.3        15.413
## 82             64.35  332915074             35.608       38.3        15.413
## 83             64.35  332915074             35.608       38.3        15.413
## 84             64.35  332915074             35.608       38.3        15.413
## 85             64.35  332915074             35.608       38.3        15.413
## 86             64.35  332915074             35.608       38.3        15.413
## 87             64.35  332915074             35.608       38.3        15.413
## 88             64.35  332915074             35.608       38.3        15.413
## 89             64.35  332915074             35.608       38.3        15.413
## 90             64.35  332915074             35.608       38.3        15.413
## 91             64.35  332915074             35.608       38.3        15.413
## 92             64.35  332915074             35.608       38.3        15.413
## 93             64.35  332915074             35.608       38.3        15.413
## 94             64.35  332915074             35.608       38.3        15.413
## 95             64.35  332915074             35.608       38.3        15.413
## 96             64.35  332915074             35.608       38.3        15.413
## 97             64.35  332915074             35.608       38.3        15.413
## 98             64.35  332915074             35.608       38.3        15.413
## 99             66.20  332915074             35.608       38.3        15.413
## 100            61.57  332915074             35.608       38.3        15.413
## 101            61.57  332915074             35.608       38.3        15.413
## 102            61.57  332915074             35.608       38.3        15.413
## 103            61.57  332915074             35.608       38.3        15.413
## 104            61.57  332915074             35.608       38.3        15.413
## 105            61.57  332915074             35.608       38.3        15.413
## 106            58.80  332915074             35.608       38.3        15.413
## 107            56.94  332915074             35.608       38.3        15.413
## 108            56.94  332915074             35.608       38.3        15.413
## 109            56.94  332915074             35.608       38.3        15.413
## 110            56.94  332915074             35.608       38.3        15.413
## 111            56.94  332915074             35.608       38.3        15.413
## 112            56.94  332915074             35.608       38.3        15.413
## 113            56.94  332915074             35.608       38.3        15.413
## 114            56.94  332915074             35.608       38.3        15.413
## 115            56.94  332915074             35.608       38.3        15.413
## 116            56.94  332915074             35.608       38.3        15.413
## 117            56.94  332915074             35.608       38.3        15.413
## 118            56.94  332915074             35.608       38.3        15.413
## 119            56.94  332915074             35.608       38.3        15.413
## 120            56.94  332915074             35.608       38.3        15.413
## 121            56.94  332915074             35.608       38.3        15.413
## 122            56.94  332915074             35.608       38.3        15.413
## 123            56.94  332915074             35.608       38.3        15.413
## 124            56.94  332915074             35.608       38.3        15.413
## 125            56.94  332915074             35.608       38.3        15.413
## 126            56.94  332915074             35.608       38.3        15.413
## 127            56.94  332915074             35.608       38.3        15.413
## 128            56.94  332915074             35.608       38.3        15.413
## 129            56.94  332915074             35.608       38.3        15.413
## 130            56.94  332915074             35.608       38.3        15.413
## 131            56.94  332915074             35.608       38.3        15.413
## 132            56.94  332915074             35.608       38.3        15.413
## 133            56.94  332915074             35.608       38.3        15.413
## 134            56.94  332915074             35.608       38.3        15.413
## 135            56.94  332915074             35.608       38.3        15.413
## 136            56.94  332915074             35.608       38.3        15.413
## 137            56.94  332915074             35.608       38.3        15.413
## 138            56.94  332915074             35.608       38.3        15.413
## 139            56.94  332915074             35.608       38.3        15.413
## 140            56.94  332915074             35.608       38.3        15.413
## 141            56.94  332915074             35.608       38.3        15.413
## 142            56.94  332915074             35.608       38.3        15.413
## 143            56.94  332915074             35.608       38.3        15.413
## 144            56.94  332915074             35.608       38.3        15.413
## 145            56.94  332915074             35.608       38.3        15.413
## 146            56.94  332915074             35.608       38.3        15.413
## 147            52.31  332915074             35.608       38.3        15.413
## 148            52.31  332915074             35.608       38.3        15.413
## 149            52.31  332915074             35.608       38.3        15.413
## 150            52.31  332915074             35.608       38.3        15.413
## 151            52.31  332915074             35.608       38.3        15.413
## 152            52.31  332915074             35.608       38.3        15.413
## 153            52.31  332915074             35.608       38.3        15.413
## 154            52.31  332915074             35.608       38.3        15.413
## 155            52.31  332915074             35.608       38.3        15.413
## 156            52.31  332915074             35.608       38.3        15.413
## 157            52.31  332915074             35.608       38.3        15.413
## 158            52.31  332915074             35.608       38.3        15.413
## 159            52.31  332915074             35.608       38.3        15.413
## 160            52.31  332915074             35.608       38.3        15.413
## 161            46.76  332915074             35.608       38.3        15.413
## 162            46.76  332915074             35.608       38.3        15.413
## 163            46.76  332915074             35.608       38.3        15.413
## 164            46.76  332915074             35.608       38.3        15.413
## 165            46.76  332915074             35.608       38.3        15.413
## 166            46.76  332915074             35.608       38.3        15.413
## 167            46.76  332915074             35.608       38.3        15.413
## 168            46.76  332915074             35.608       38.3        15.413
## 169            46.76  332915074             35.608       38.3        15.413
## 170            46.76  332915074             35.608       38.3        15.413
## 171            46.76  332915074             35.608       38.3        15.413
## 172            46.76  332915074             35.608       38.3        15.413
## 173            46.76  332915074             35.608       38.3        15.413
## 174            46.76  332915074             35.608       38.3        15.413
## 175            46.76  332915074             35.608       38.3        15.413
## 176            46.76  332915074             35.608       38.3        15.413
## 177            46.76  332915074             35.608       38.3        15.413
## 178            46.76  332915074             35.608       38.3        15.413
## 179            46.76  332915074             35.608       38.3        15.413
## 180            46.76  332915074             35.608       38.3        15.413
## 181            46.76  332915074             35.608       38.3        15.413
## 182            46.76  332915074             35.608       38.3        15.413
## 183            58.80  332915074             35.608       38.3        15.413
## 184            58.80  332915074             35.608       38.3        15.413
## 185            58.80  332915074             35.608       38.3        15.413
## 186            58.80  332915074             35.608       38.3        15.413
## 187            58.80  332915074             35.608       38.3        15.413
## 188            58.80  332915074             35.608       38.3        15.413
## 189            58.80  332915074             35.608       38.3        15.413
## 190            61.57  332915074             35.608       38.3        15.413
## 191            61.57  332915074             35.608       38.3        15.413
## 192            61.57  332915074             35.608       38.3        15.413
## 193            61.57  332915074             35.608       38.3        15.413
## 194            61.57  332915074             35.608       38.3        15.413
## 195            61.57  332915074             35.608       38.3        15.413
## 196            61.57  332915074             35.608       38.3        15.413
## 197            61.57  332915074             35.608       38.3        15.413
## 198            61.57  332915074             35.608       38.3        15.413
## 199            61.57  332915074             35.608       38.3        15.413
## 200            61.57  332915074             35.608       38.3        15.413
## 201            61.57  332915074             35.608       38.3        15.413
## 202            61.57  332915074             35.608       38.3        15.413
## 203            61.57  332915074             35.608       38.3        15.413
## 204            61.57  332915074             35.608       38.3        15.413
## 205            61.57  332915074             35.608       38.3        15.413
## 206            61.57  332915074             35.608       38.3        15.413
## 207            49.54  332915074             35.608       38.3        15.413
## 208            49.54  332915074             35.608       38.3        15.413
## 209            49.54  332915074             35.608       38.3        15.413
## 210            49.54  332915074             35.608       38.3        15.413
## 211            49.54  332915074             35.608       38.3        15.413
## 212            49.54  332915074             35.608       38.3        15.413
## 213            49.54  332915074             35.608       38.3        15.413
## 214            49.54  332915074             35.608       38.3        15.413
## 215            49.54  332915074             35.608       38.3        15.413
## 216            49.54  332915074             35.608       38.3        15.413
## 217            49.54  332915074             35.608       38.3        15.413
## 218            49.54  332915074             35.608       38.3        15.413
## 219            49.54  332915074             35.608       38.3        15.413
## 220            49.54  332915074             35.608       38.3        15.413
## 221            49.54  332915074             35.608       38.3        15.413
## 222            49.54  332915074             35.608       38.3        15.413
## 223            49.54  332915074             35.608       38.3        15.413
## 224            49.54  332915074             35.608       38.3        15.413
## 225            49.54  332915074             35.608       38.3        15.413
## 226            49.54  332915074             35.608       38.3        15.413
## 227            49.54  332915074             35.608       38.3        15.413
## 228            49.54  332915074             35.608       38.3        15.413
## 229            49.54  332915074             35.608       38.3        15.413
## 230            49.54  332915074             35.608       38.3        15.413
## 231            49.54  332915074             35.608       38.3        15.413
## 232            49.54  332915074             35.608       38.3        15.413
## 233            49.54  332915074             35.608       38.3        15.413
## 234            49.54  332915074             35.608       38.3        15.413
## 235            49.54  332915074             35.608       38.3        15.413
## 236            49.54  332915074             35.608       38.3        15.413
## 237            49.54  332915074             35.608       38.3        15.413
## 238            49.54  332915074             35.608       38.3        15.413
## 239            49.54  332915074             35.608       38.3        15.413
## 240            56.02  332915074             35.608       38.3        15.413
## 241            56.02  332915074             35.608       38.3        15.413
## 242            56.02  332915074             35.608       38.3        15.413
## 243            56.02  332915074             35.608       38.3        15.413
## 244            56.02  332915074             35.608       38.3        15.413
## 245            56.02  332915074             35.608       38.3        15.413
## 246            56.02  332915074             35.608       38.3        15.413
## 247            56.02  332915074             35.608       38.3        15.413
## 248            56.02  332915074             35.608       38.3        15.413
## 249            56.02  332915074             35.608       38.3        15.413
## 250            56.02  332915074             35.608       38.3        15.413
## 251            56.02  332915074             35.608       38.3        15.413
## 252            56.02  332915074             35.608       38.3        15.413
## 253            56.02  332915074             35.608       38.3        15.413
## 254            56.02  332915074             35.608       38.3        15.413
## 255            56.02  332915074             35.608       38.3        15.413
## 256            56.02  332915074             35.608       38.3        15.413
## 257            56.02  332915074             35.608       38.3        15.413
## 258            56.02  332915074             35.608       38.3        15.413
## 259            56.02  332915074             35.608       38.3        15.413
## 260            57.87  332915074             35.608       38.3        15.413
## 261            57.87  332915074             35.608       38.3        15.413
## 262            52.31  332915074             35.608       38.3        15.413
## 263            52.31  332915074             35.608       38.3        15.413
## 264            52.31  332915074             35.608       38.3        15.413
## 265            52.31  332915074             35.608       38.3        15.413
## 266            52.31  332915074             35.608       38.3        15.413
## 267            52.31  332915074             35.608       38.3        15.413
## 268            52.31  332915074             35.608       38.3        15.413
## 269            52.31  332915074             35.608       38.3        15.413
## 270            52.31  332915074             35.608       38.3        15.413
## 271            52.31  332915074             35.608       38.3        15.413
## 272            52.31  332915074             35.608       38.3        15.413
## 273            52.31  332915074             35.608       38.3        15.413
## 274            56.02  332915074             35.608       38.3        15.413
## 275            56.02  332915074             35.608       38.3        15.413
## 276            56.02  332915074             35.608       38.3        15.413
## 277            56.02  332915074             35.608       38.3        15.413
## 278            56.02  332915074             35.608       38.3        15.413
## 279            56.02  332915074             35.608       38.3        15.413
## 280            56.02  332915074             35.608       38.3        15.413
## 281            56.02  332915074             35.608       38.3        15.413
## 282            56.02  332915074             35.608       38.3        15.413
## 283            56.02  332915074             35.608       38.3        15.413
## 284            56.02  332915074             35.608       38.3        15.413
## 285            56.02  332915074             35.608       38.3        15.413
## 286            56.02  332915074             35.608       38.3        15.413
## 287            56.02  332915074             35.608       38.3        15.413
## 288            56.02  332915074             35.608       38.3        15.413
## 289            56.02  332915074             35.608       38.3        15.413
## 290            56.02  332915074             35.608       38.3        15.413
## 291            56.02  332915074             35.608       38.3        15.413
## 292            56.02  332915074             35.608       38.3        15.413
## 293            56.02  332915074             35.608       38.3        15.413
## 294            56.02  332915074             35.608       38.3        15.413
## 295            56.02  332915074             35.608       38.3        15.413
## 296            56.02  332915074             35.608       38.3        15.413
## 297            56.02  332915074             35.608       38.3        15.413
## 298            56.02  332915074             35.608       38.3        15.413
## 299            56.02  332915074             35.608       38.3        15.413
## 300            56.02  332915074             35.608       38.3        15.413
## 301            56.02  332915074             35.608       38.3        15.413
## 302            56.02  332915074             35.608       38.3        15.413
## 303            56.02  332915074             35.608       38.3        15.413
## 304            56.02  332915074             35.608       38.3        15.413
## 305            56.02  332915074             35.608       38.3        15.413
## 306            56.02  332915074             35.608       38.3        15.413
## 307            56.02  332915074             35.608       38.3        15.413
## 308            56.02  332915074             35.608       38.3        15.413
## 309            56.02  332915074             35.608       38.3        15.413
## 310            56.02  332915074             35.608       38.3        15.413
## 311            56.02  332915074             35.608       38.3        15.413
## 312            56.02  332915074             35.608       38.3        15.413
## 313            56.02  332915074             35.608       38.3        15.413
## 314            56.02  332915074             35.608       38.3        15.413
## 315            56.02  332915074             35.608       38.3        15.413
## 316            56.02  332915074             35.608       38.3        15.413
## 317            56.02  332915074             35.608       38.3        15.413
## 318            56.02  332915074             35.608       38.3        15.413
## 319            56.02  332915074             35.608       38.3        15.413
## 320            56.02  332915074             35.608       38.3        15.413
## 321            56.02  332915074             35.608       38.3        15.413
## 322            56.02  332915074             35.608       38.3        15.413
## 323            56.02  332915074             35.608       38.3        15.413
## 324            56.02  332915074             35.608       38.3        15.413
## 325            56.02  332915074             35.608       38.3        15.413
## 326            56.02  332915074             35.608       38.3        15.413
## 327            56.02  332915074             35.608       38.3        15.413
## 328            56.02  332915074             35.608       38.3        15.413
## 329            56.02  332915074             35.608       38.3        15.413
## 330            50.46  332915074             35.608       38.3        15.413
## 331            50.46  332915074             35.608       38.3        15.413
## 332            50.46  332915074             35.608       38.3        15.413
## 333            50.46  332915074             35.608       38.3        15.413
## 334            50.46  332915074             35.608       38.3        15.413
## 335            50.46  332915074             35.608       38.3        15.413
## 336            50.46  332915074             35.608       38.3        15.413
## 337            50.46  332915074             35.608       38.3        15.413
## 338            50.46  332915074             35.608       38.3        15.413
## 339            50.46  332915074             35.608       38.3        15.413
## 340            50.46  332915074             35.608       38.3        15.413
## 341            50.46  332915074             35.608       38.3        15.413
## 342            50.46  332915074             35.608       38.3        15.413
## 343            50.46  332915074             35.608       38.3        15.413
## 344            50.46  332915074             35.608       38.3        15.413
## 345            50.46  332915074             35.608       38.3        15.413
## 346            50.46  332915074             35.608       38.3        15.413
## 347            50.46  332915074             35.608       38.3        15.413
## 348            50.46  332915074             35.608       38.3        15.413
## 349            50.46  332915074             35.608       38.3        15.413
## 350            50.46  332915074             35.608       38.3        15.413
## 351            56.02  332915074             35.608       38.3        15.413
## 352            47.69  332915074             35.608       38.3        15.413
## 353            47.69  332915074             35.608       38.3        15.413
## 354            47.69  332915074             35.608       38.3        15.413
## 355            47.69  332915074             35.608       38.3        15.413
## 356            47.69  332915074             35.608       38.3        15.413
## 357            47.69  332915074             35.608       38.3        15.413
## 358            47.69  332915074             35.608       38.3        15.413
## 359            47.69  332915074             35.608       38.3        15.413
## 360            47.69  332915074             35.608       38.3        15.413
## 361            47.69  332915074             35.608       38.3        15.413
## 362            47.69  332915074             35.608       38.3        15.413
## 363            47.69  332915074             35.608       38.3        15.413
## 364            47.69  332915074             35.608       38.3        15.413
## 365            47.69  332915074             35.608       38.3        15.413
## 366            47.69  332915074             35.608       38.3        15.413
## 367            47.69  332915074             35.608       38.3        15.413
## 368            47.69  332915074             35.608       38.3        15.413
## 369            47.69  332915074             35.608       38.3        15.413
## 370            47.69  332915074             35.608       38.3        15.413
## 371            47.69  332915074             35.608       38.3        15.413
## 372            47.69  332915074             35.608       38.3        15.413
## 373            47.69  332915074             35.608       38.3        15.413
## 374            47.69  332915074             35.608       38.3        15.413
## 375            47.69  332915074             35.608       38.3        15.413
## 376            47.69  332915074             35.608       38.3        15.413
## 377            47.69  332915074             35.608       38.3        15.413
## 378            47.69  332915074             35.608       38.3        15.413
## 379            50.46  332915074             35.608       38.3        15.413
## 380            50.46  332915074             35.608       38.3        15.413
## 381            50.46  332915074             35.608       38.3        15.413
## 382            50.46  332915074             35.608       38.3        15.413
## 383            50.46  332915074             35.608       38.3        15.413
## 384            50.46  332915074             35.608       38.3        15.413
## 385            50.46  332915074             35.608       38.3        15.413
## 386            50.46  332915074             35.608       38.3        15.413
## 387            50.46  332915074             35.608       38.3        15.413
## 388            50.46  332915074             35.608       38.3        15.413
## 389            50.46  332915074             35.608       38.3        15.413
## 390            50.46  332915074             35.608       38.3        15.413
## 391            50.46  332915074             35.608       38.3        15.413
## 392            50.46  332915074             35.608       38.3        15.413
## 393            50.46  332915074             35.608       38.3        15.413
## 394            50.46  332915074             35.608       38.3        15.413
## 395            50.46  332915074             35.608       38.3        15.413
## 396            50.46  332915074             35.608       38.3        15.413
## 397            50.46  332915074             35.608       38.3        15.413
## 398            50.46  332915074             35.608       38.3        15.413
## 399            50.46  332915074             35.608       38.3        15.413
## 400            50.46  332915074             35.608       38.3        15.413
## 401            50.46  332915074             35.608       38.3        15.413
## 402            56.02  332915074             35.608       38.3        15.413
## 403            56.02  332915074             35.608       38.3        15.413
## 404            56.02  332915074             35.608       38.3        15.413
## 405            56.02  332915074             35.608       38.3        15.413
## 406            56.02  332915074             35.608       38.3        15.413
## 407            56.02  332915074             35.608       38.3        15.413
## 408            56.02  332915074             35.608       38.3        15.413
## 409            56.02  332915074             35.608       38.3        15.413
## 410            56.02  332915074             35.608       38.3        15.413
## 411            56.02  332915074             35.608       38.3        15.413
## 412            56.02  332915074             35.608       38.3        15.413
## 413            56.02  332915074             35.608       38.3        15.413
## 414            56.02  332915074             35.608       38.3        15.413
## 415            58.80  332915074             35.608       38.3        15.413
## 416            58.80  332915074             35.608       38.3        15.413
## 417            58.80  332915074             35.608       38.3        15.413
## 418            58.80  332915074             35.608       38.3        15.413
## 419            58.80  332915074             35.608       38.3        15.413
## 420            58.80  332915074             35.608       38.3        15.413
## 421            58.80  332915074             35.608       38.3        15.413
## 422            58.80  332915074             35.608       38.3        15.413
## 423            58.80  332915074             35.608       38.3        15.413
## 424            58.80  332915074             35.608       38.3        15.413
## 425            58.80  332915074             35.608       38.3        15.413
## 426            58.80  332915074             35.608       38.3        15.413
## 427            58.80  332915074             35.608       38.3        15.413
## 428            58.80  332915074             35.608       38.3        15.413
## 429            58.80  332915074             35.608       38.3        15.413
## 430            58.80  332915074             35.608       38.3        15.413
## 431            58.80  332915074             35.608       38.3        15.413
## 432            58.80  332915074             35.608       38.3        15.413
## 433            58.80  332915074             35.608       38.3        15.413
## 434            58.80  332915074             35.608       38.3        15.413
## 435            58.80  332915074             35.608       38.3        15.413
## 436            58.80  332915074             35.608       38.3        15.413
## 437            58.80  332915074             35.608       38.3        15.413
## 438            58.80  332915074             35.608       38.3        15.413
## 439            58.80  332915074             35.608       38.3        15.413
## 440            58.80  332915074             35.608       38.3        15.413
## 441            58.80  332915074             35.608       38.3        15.413
## 442            53.24  332915074             35.608       38.3        15.413
## 443            53.24  332915074             35.608       38.3        15.413
## 444            53.24  332915074             35.608       38.3        15.413
## 445            53.24  332915074             35.608       38.3        15.413
## 446            53.24  332915074             35.608       38.3        15.413
## 447            53.24  332915074             35.608       38.3        15.413
## 448            53.24  332915074             35.608       38.3        15.413
## 449            53.24  332915074             35.608       38.3        15.413
## 450            53.24  332915074             35.608       38.3        15.413
## 451            53.24  332915074             35.608       38.3        15.413
## 452            53.24  332915074             35.608       38.3        15.413
## 453            53.24  332915074             35.608       38.3        15.413
## 454            53.24  332915074             35.608       38.3        15.413
## 455            53.24  332915074             35.608       38.3        15.413
## 456            53.24  332915074             35.608       38.3        15.413
## 457            58.80  332915074             35.608       38.3        15.413
## 458               NA  332915074             35.608       38.3        15.413
## 459               NA  332915074             35.608       38.3        15.413
## 460               NA  332915074             35.608       38.3        15.413
##     aged_70_older gdp_per_capita extreme_poverty cardiovasc_death_rate
## 1           9.732       54225.45             1.2               151.089
## 2           9.732       54225.45             1.2               151.089
## 3           9.732       54225.45             1.2               151.089
## 4           9.732       54225.45             1.2               151.089
## 5           9.732       54225.45             1.2               151.089
## 6           9.732       54225.45             1.2               151.089
## 7           9.732       54225.45             1.2               151.089
## 8           9.732       54225.45             1.2               151.089
## 9           9.732       54225.45             1.2               151.089
## 10          9.732       54225.45             1.2               151.089
## 11          9.732       54225.45             1.2               151.089
## 12          9.732       54225.45             1.2               151.089
## 13          9.732       54225.45             1.2               151.089
## 14          9.732       54225.45             1.2               151.089
## 15          9.732       54225.45             1.2               151.089
## 16          9.732       54225.45             1.2               151.089
## 17          9.732       54225.45             1.2               151.089
## 18          9.732       54225.45             1.2               151.089
## 19          9.732       54225.45             1.2               151.089
## 20          9.732       54225.45             1.2               151.089
## 21          9.732       54225.45             1.2               151.089
## 22          9.732       54225.45             1.2               151.089
## 23          9.732       54225.45             1.2               151.089
## 24          9.732       54225.45             1.2               151.089
## 25          9.732       54225.45             1.2               151.089
## 26          9.732       54225.45             1.2               151.089
## 27          9.732       54225.45             1.2               151.089
## 28          9.732       54225.45             1.2               151.089
## 29          9.732       54225.45             1.2               151.089
## 30          9.732       54225.45             1.2               151.089
## 31          9.732       54225.45             1.2               151.089
## 32          9.732       54225.45             1.2               151.089
## 33          9.732       54225.45             1.2               151.089
## 34          9.732       54225.45             1.2               151.089
## 35          9.732       54225.45             1.2               151.089
## 36          9.732       54225.45             1.2               151.089
## 37          9.732       54225.45             1.2               151.089
## 38          9.732       54225.45             1.2               151.089
## 39          9.732       54225.45             1.2               151.089
## 40          9.732       54225.45             1.2               151.089
## 41          9.732       54225.45             1.2               151.089
## 42          9.732       54225.45             1.2               151.089
## 43          9.732       54225.45             1.2               151.089
## 44          9.732       54225.45             1.2               151.089
## 45          9.732       54225.45             1.2               151.089
## 46          9.732       54225.45             1.2               151.089
## 47          9.732       54225.45             1.2               151.089
## 48          9.732       54225.45             1.2               151.089
## 49          9.732       54225.45             1.2               151.089
## 50          9.732       54225.45             1.2               151.089
## 51          9.732       54225.45             1.2               151.089
## 52          9.732       54225.45             1.2               151.089
## 53          9.732       54225.45             1.2               151.089
## 54          9.732       54225.45             1.2               151.089
## 55          9.732       54225.45             1.2               151.089
## 56          9.732       54225.45             1.2               151.089
## 57          9.732       54225.45             1.2               151.089
## 58          9.732       54225.45             1.2               151.089
## 59          9.732       54225.45             1.2               151.089
## 60          9.732       54225.45             1.2               151.089
## 61          9.732       54225.45             1.2               151.089
## 62          9.732       54225.45             1.2               151.089
## 63          9.732       54225.45             1.2               151.089
## 64          9.732       54225.45             1.2               151.089
## 65          9.732       54225.45             1.2               151.089
## 66          9.732       54225.45             1.2               151.089
## 67          9.732       54225.45             1.2               151.089
## 68          9.732       54225.45             1.2               151.089
## 69          9.732       54225.45             1.2               151.089
## 70          9.732       54225.45             1.2               151.089
## 71          9.732       54225.45             1.2               151.089
## 72          9.732       54225.45             1.2               151.089
## 73          9.732       54225.45             1.2               151.089
## 74          9.732       54225.45             1.2               151.089
## 75          9.732       54225.45             1.2               151.089
## 76          9.732       54225.45             1.2               151.089
## 77          9.732       54225.45             1.2               151.089
## 78          9.732       54225.45             1.2               151.089
## 79          9.732       54225.45             1.2               151.089
## 80          9.732       54225.45             1.2               151.089
## 81          9.732       54225.45             1.2               151.089
## 82          9.732       54225.45             1.2               151.089
## 83          9.732       54225.45             1.2               151.089
## 84          9.732       54225.45             1.2               151.089
## 85          9.732       54225.45             1.2               151.089
## 86          9.732       54225.45             1.2               151.089
## 87          9.732       54225.45             1.2               151.089
## 88          9.732       54225.45             1.2               151.089
## 89          9.732       54225.45             1.2               151.089
## 90          9.732       54225.45             1.2               151.089
## 91          9.732       54225.45             1.2               151.089
## 92          9.732       54225.45             1.2               151.089
## 93          9.732       54225.45             1.2               151.089
## 94          9.732       54225.45             1.2               151.089
## 95          9.732       54225.45             1.2               151.089
## 96          9.732       54225.45             1.2               151.089
## 97          9.732       54225.45             1.2               151.089
## 98          9.732       54225.45             1.2               151.089
## 99          9.732       54225.45             1.2               151.089
## 100         9.732       54225.45             1.2               151.089
## 101         9.732       54225.45             1.2               151.089
## 102         9.732       54225.45             1.2               151.089
## 103         9.732       54225.45             1.2               151.089
## 104         9.732       54225.45             1.2               151.089
## 105         9.732       54225.45             1.2               151.089
## 106         9.732       54225.45             1.2               151.089
## 107         9.732       54225.45             1.2               151.089
## 108         9.732       54225.45             1.2               151.089
## 109         9.732       54225.45             1.2               151.089
## 110         9.732       54225.45             1.2               151.089
## 111         9.732       54225.45             1.2               151.089
## 112         9.732       54225.45             1.2               151.089
## 113         9.732       54225.45             1.2               151.089
## 114         9.732       54225.45             1.2               151.089
## 115         9.732       54225.45             1.2               151.089
## 116         9.732       54225.45             1.2               151.089
## 117         9.732       54225.45             1.2               151.089
## 118         9.732       54225.45             1.2               151.089
## 119         9.732       54225.45             1.2               151.089
## 120         9.732       54225.45             1.2               151.089
## 121         9.732       54225.45             1.2               151.089
## 122         9.732       54225.45             1.2               151.089
## 123         9.732       54225.45             1.2               151.089
## 124         9.732       54225.45             1.2               151.089
## 125         9.732       54225.45             1.2               151.089
## 126         9.732       54225.45             1.2               151.089
## 127         9.732       54225.45             1.2               151.089
## 128         9.732       54225.45             1.2               151.089
## 129         9.732       54225.45             1.2               151.089
## 130         9.732       54225.45             1.2               151.089
## 131         9.732       54225.45             1.2               151.089
## 132         9.732       54225.45             1.2               151.089
## 133         9.732       54225.45             1.2               151.089
## 134         9.732       54225.45             1.2               151.089
## 135         9.732       54225.45             1.2               151.089
## 136         9.732       54225.45             1.2               151.089
## 137         9.732       54225.45             1.2               151.089
## 138         9.732       54225.45             1.2               151.089
## 139         9.732       54225.45             1.2               151.089
## 140         9.732       54225.45             1.2               151.089
## 141         9.732       54225.45             1.2               151.089
## 142         9.732       54225.45             1.2               151.089
## 143         9.732       54225.45             1.2               151.089
## 144         9.732       54225.45             1.2               151.089
## 145         9.732       54225.45             1.2               151.089
## 146         9.732       54225.45             1.2               151.089
## 147         9.732       54225.45             1.2               151.089
## 148         9.732       54225.45             1.2               151.089
## 149         9.732       54225.45             1.2               151.089
## 150         9.732       54225.45             1.2               151.089
## 151         9.732       54225.45             1.2               151.089
## 152         9.732       54225.45             1.2               151.089
## 153         9.732       54225.45             1.2               151.089
## 154         9.732       54225.45             1.2               151.089
## 155         9.732       54225.45             1.2               151.089
## 156         9.732       54225.45             1.2               151.089
## 157         9.732       54225.45             1.2               151.089
## 158         9.732       54225.45             1.2               151.089
## 159         9.732       54225.45             1.2               151.089
## 160         9.732       54225.45             1.2               151.089
## 161         9.732       54225.45             1.2               151.089
## 162         9.732       54225.45             1.2               151.089
## 163         9.732       54225.45             1.2               151.089
## 164         9.732       54225.45             1.2               151.089
## 165         9.732       54225.45             1.2               151.089
## 166         9.732       54225.45             1.2               151.089
## 167         9.732       54225.45             1.2               151.089
## 168         9.732       54225.45             1.2               151.089
## 169         9.732       54225.45             1.2               151.089
## 170         9.732       54225.45             1.2               151.089
## 171         9.732       54225.45             1.2               151.089
## 172         9.732       54225.45             1.2               151.089
## 173         9.732       54225.45             1.2               151.089
## 174         9.732       54225.45             1.2               151.089
## 175         9.732       54225.45             1.2               151.089
## 176         9.732       54225.45             1.2               151.089
## 177         9.732       54225.45             1.2               151.089
## 178         9.732       54225.45             1.2               151.089
## 179         9.732       54225.45             1.2               151.089
## 180         9.732       54225.45             1.2               151.089
## 181         9.732       54225.45             1.2               151.089
## 182         9.732       54225.45             1.2               151.089
## 183         9.732       54225.45             1.2               151.089
## 184         9.732       54225.45             1.2               151.089
## 185         9.732       54225.45             1.2               151.089
## 186         9.732       54225.45             1.2               151.089
## 187         9.732       54225.45             1.2               151.089
## 188         9.732       54225.45             1.2               151.089
## 189         9.732       54225.45             1.2               151.089
## 190         9.732       54225.45             1.2               151.089
## 191         9.732       54225.45             1.2               151.089
## 192         9.732       54225.45             1.2               151.089
## 193         9.732       54225.45             1.2               151.089
## 194         9.732       54225.45             1.2               151.089
## 195         9.732       54225.45             1.2               151.089
## 196         9.732       54225.45             1.2               151.089
## 197         9.732       54225.45             1.2               151.089
## 198         9.732       54225.45             1.2               151.089
## 199         9.732       54225.45             1.2               151.089
## 200         9.732       54225.45             1.2               151.089
## 201         9.732       54225.45             1.2               151.089
## 202         9.732       54225.45             1.2               151.089
## 203         9.732       54225.45             1.2               151.089
## 204         9.732       54225.45             1.2               151.089
## 205         9.732       54225.45             1.2               151.089
## 206         9.732       54225.45             1.2               151.089
## 207         9.732       54225.45             1.2               151.089
## 208         9.732       54225.45             1.2               151.089
## 209         9.732       54225.45             1.2               151.089
## 210         9.732       54225.45             1.2               151.089
## 211         9.732       54225.45             1.2               151.089
## 212         9.732       54225.45             1.2               151.089
## 213         9.732       54225.45             1.2               151.089
## 214         9.732       54225.45             1.2               151.089
## 215         9.732       54225.45             1.2               151.089
## 216         9.732       54225.45             1.2               151.089
## 217         9.732       54225.45             1.2               151.089
## 218         9.732       54225.45             1.2               151.089
## 219         9.732       54225.45             1.2               151.089
## 220         9.732       54225.45             1.2               151.089
## 221         9.732       54225.45             1.2               151.089
## 222         9.732       54225.45             1.2               151.089
## 223         9.732       54225.45             1.2               151.089
## 224         9.732       54225.45             1.2               151.089
## 225         9.732       54225.45             1.2               151.089
## 226         9.732       54225.45             1.2               151.089
## 227         9.732       54225.45             1.2               151.089
## 228         9.732       54225.45             1.2               151.089
## 229         9.732       54225.45             1.2               151.089
## 230         9.732       54225.45             1.2               151.089
## 231         9.732       54225.45             1.2               151.089
## 232         9.732       54225.45             1.2               151.089
## 233         9.732       54225.45             1.2               151.089
## 234         9.732       54225.45             1.2               151.089
## 235         9.732       54225.45             1.2               151.089
## 236         9.732       54225.45             1.2               151.089
## 237         9.732       54225.45             1.2               151.089
## 238         9.732       54225.45             1.2               151.089
## 239         9.732       54225.45             1.2               151.089
## 240         9.732       54225.45             1.2               151.089
## 241         9.732       54225.45             1.2               151.089
## 242         9.732       54225.45             1.2               151.089
## 243         9.732       54225.45             1.2               151.089
## 244         9.732       54225.45             1.2               151.089
## 245         9.732       54225.45             1.2               151.089
## 246         9.732       54225.45             1.2               151.089
## 247         9.732       54225.45             1.2               151.089
## 248         9.732       54225.45             1.2               151.089
## 249         9.732       54225.45             1.2               151.089
## 250         9.732       54225.45             1.2               151.089
## 251         9.732       54225.45             1.2               151.089
## 252         9.732       54225.45             1.2               151.089
## 253         9.732       54225.45             1.2               151.089
## 254         9.732       54225.45             1.2               151.089
## 255         9.732       54225.45             1.2               151.089
## 256         9.732       54225.45             1.2               151.089
## 257         9.732       54225.45             1.2               151.089
## 258         9.732       54225.45             1.2               151.089
## 259         9.732       54225.45             1.2               151.089
## 260         9.732       54225.45             1.2               151.089
## 261         9.732       54225.45             1.2               151.089
## 262         9.732       54225.45             1.2               151.089
## 263         9.732       54225.45             1.2               151.089
## 264         9.732       54225.45             1.2               151.089
## 265         9.732       54225.45             1.2               151.089
## 266         9.732       54225.45             1.2               151.089
## 267         9.732       54225.45             1.2               151.089
## 268         9.732       54225.45             1.2               151.089
## 269         9.732       54225.45             1.2               151.089
## 270         9.732       54225.45             1.2               151.089
## 271         9.732       54225.45             1.2               151.089
## 272         9.732       54225.45             1.2               151.089
## 273         9.732       54225.45             1.2               151.089
## 274         9.732       54225.45             1.2               151.089
## 275         9.732       54225.45             1.2               151.089
## 276         9.732       54225.45             1.2               151.089
## 277         9.732       54225.45             1.2               151.089
## 278         9.732       54225.45             1.2               151.089
## 279         9.732       54225.45             1.2               151.089
## 280         9.732       54225.45             1.2               151.089
## 281         9.732       54225.45             1.2               151.089
## 282         9.732       54225.45             1.2               151.089
## 283         9.732       54225.45             1.2               151.089
## 284         9.732       54225.45             1.2               151.089
## 285         9.732       54225.45             1.2               151.089
## 286         9.732       54225.45             1.2               151.089
## 287         9.732       54225.45             1.2               151.089
## 288         9.732       54225.45             1.2               151.089
## 289         9.732       54225.45             1.2               151.089
## 290         9.732       54225.45             1.2               151.089
## 291         9.732       54225.45             1.2               151.089
## 292         9.732       54225.45             1.2               151.089
## 293         9.732       54225.45             1.2               151.089
## 294         9.732       54225.45             1.2               151.089
## 295         9.732       54225.45             1.2               151.089
## 296         9.732       54225.45             1.2               151.089
## 297         9.732       54225.45             1.2               151.089
## 298         9.732       54225.45             1.2               151.089
## 299         9.732       54225.45             1.2               151.089
## 300         9.732       54225.45             1.2               151.089
## 301         9.732       54225.45             1.2               151.089
## 302         9.732       54225.45             1.2               151.089
## 303         9.732       54225.45             1.2               151.089
## 304         9.732       54225.45             1.2               151.089
## 305         9.732       54225.45             1.2               151.089
## 306         9.732       54225.45             1.2               151.089
## 307         9.732       54225.45             1.2               151.089
## 308         9.732       54225.45             1.2               151.089
## 309         9.732       54225.45             1.2               151.089
## 310         9.732       54225.45             1.2               151.089
## 311         9.732       54225.45             1.2               151.089
## 312         9.732       54225.45             1.2               151.089
## 313         9.732       54225.45             1.2               151.089
## 314         9.732       54225.45             1.2               151.089
## 315         9.732       54225.45             1.2               151.089
## 316         9.732       54225.45             1.2               151.089
## 317         9.732       54225.45             1.2               151.089
## 318         9.732       54225.45             1.2               151.089
## 319         9.732       54225.45             1.2               151.089
## 320         9.732       54225.45             1.2               151.089
## 321         9.732       54225.45             1.2               151.089
## 322         9.732       54225.45             1.2               151.089
## 323         9.732       54225.45             1.2               151.089
## 324         9.732       54225.45             1.2               151.089
## 325         9.732       54225.45             1.2               151.089
## 326         9.732       54225.45             1.2               151.089
## 327         9.732       54225.45             1.2               151.089
## 328         9.732       54225.45             1.2               151.089
## 329         9.732       54225.45             1.2               151.089
## 330         9.732       54225.45             1.2               151.089
## 331         9.732       54225.45             1.2               151.089
## 332         9.732       54225.45             1.2               151.089
## 333         9.732       54225.45             1.2               151.089
## 334         9.732       54225.45             1.2               151.089
## 335         9.732       54225.45             1.2               151.089
## 336         9.732       54225.45             1.2               151.089
## 337         9.732       54225.45             1.2               151.089
## 338         9.732       54225.45             1.2               151.089
## 339         9.732       54225.45             1.2               151.089
## 340         9.732       54225.45             1.2               151.089
## 341         9.732       54225.45             1.2               151.089
## 342         9.732       54225.45             1.2               151.089
## 343         9.732       54225.45             1.2               151.089
## 344         9.732       54225.45             1.2               151.089
## 345         9.732       54225.45             1.2               151.089
## 346         9.732       54225.45             1.2               151.089
## 347         9.732       54225.45             1.2               151.089
## 348         9.732       54225.45             1.2               151.089
## 349         9.732       54225.45             1.2               151.089
## 350         9.732       54225.45             1.2               151.089
## 351         9.732       54225.45             1.2               151.089
## 352         9.732       54225.45             1.2               151.089
## 353         9.732       54225.45             1.2               151.089
## 354         9.732       54225.45             1.2               151.089
## 355         9.732       54225.45             1.2               151.089
## 356         9.732       54225.45             1.2               151.089
## 357         9.732       54225.45             1.2               151.089
## 358         9.732       54225.45             1.2               151.089
## 359         9.732       54225.45             1.2               151.089
## 360         9.732       54225.45             1.2               151.089
## 361         9.732       54225.45             1.2               151.089
## 362         9.732       54225.45             1.2               151.089
## 363         9.732       54225.45             1.2               151.089
## 364         9.732       54225.45             1.2               151.089
## 365         9.732       54225.45             1.2               151.089
## 366         9.732       54225.45             1.2               151.089
## 367         9.732       54225.45             1.2               151.089
## 368         9.732       54225.45             1.2               151.089
## 369         9.732       54225.45             1.2               151.089
## 370         9.732       54225.45             1.2               151.089
## 371         9.732       54225.45             1.2               151.089
## 372         9.732       54225.45             1.2               151.089
## 373         9.732       54225.45             1.2               151.089
## 374         9.732       54225.45             1.2               151.089
## 375         9.732       54225.45             1.2               151.089
## 376         9.732       54225.45             1.2               151.089
## 377         9.732       54225.45             1.2               151.089
## 378         9.732       54225.45             1.2               151.089
## 379         9.732       54225.45             1.2               151.089
## 380         9.732       54225.45             1.2               151.089
## 381         9.732       54225.45             1.2               151.089
## 382         9.732       54225.45             1.2               151.089
## 383         9.732       54225.45             1.2               151.089
## 384         9.732       54225.45             1.2               151.089
## 385         9.732       54225.45             1.2               151.089
## 386         9.732       54225.45             1.2               151.089
## 387         9.732       54225.45             1.2               151.089
## 388         9.732       54225.45             1.2               151.089
## 389         9.732       54225.45             1.2               151.089
## 390         9.732       54225.45             1.2               151.089
## 391         9.732       54225.45             1.2               151.089
## 392         9.732       54225.45             1.2               151.089
## 393         9.732       54225.45             1.2               151.089
## 394         9.732       54225.45             1.2               151.089
## 395         9.732       54225.45             1.2               151.089
## 396         9.732       54225.45             1.2               151.089
## 397         9.732       54225.45             1.2               151.089
## 398         9.732       54225.45             1.2               151.089
## 399         9.732       54225.45             1.2               151.089
## 400         9.732       54225.45             1.2               151.089
## 401         9.732       54225.45             1.2               151.089
## 402         9.732       54225.45             1.2               151.089
## 403         9.732       54225.45             1.2               151.089
## 404         9.732       54225.45             1.2               151.089
## 405         9.732       54225.45             1.2               151.089
## 406         9.732       54225.45             1.2               151.089
## 407         9.732       54225.45             1.2               151.089
## 408         9.732       54225.45             1.2               151.089
## 409         9.732       54225.45             1.2               151.089
## 410         9.732       54225.45             1.2               151.089
## 411         9.732       54225.45             1.2               151.089
## 412         9.732       54225.45             1.2               151.089
## 413         9.732       54225.45             1.2               151.089
## 414         9.732       54225.45             1.2               151.089
## 415         9.732       54225.45             1.2               151.089
## 416         9.732       54225.45             1.2               151.089
## 417         9.732       54225.45             1.2               151.089
## 418         9.732       54225.45             1.2               151.089
## 419         9.732       54225.45             1.2               151.089
## 420         9.732       54225.45             1.2               151.089
## 421         9.732       54225.45             1.2               151.089
## 422         9.732       54225.45             1.2               151.089
## 423         9.732       54225.45             1.2               151.089
## 424         9.732       54225.45             1.2               151.089
## 425         9.732       54225.45             1.2               151.089
## 426         9.732       54225.45             1.2               151.089
## 427         9.732       54225.45             1.2               151.089
## 428         9.732       54225.45             1.2               151.089
## 429         9.732       54225.45             1.2               151.089
## 430         9.732       54225.45             1.2               151.089
## 431         9.732       54225.45             1.2               151.089
## 432         9.732       54225.45             1.2               151.089
## 433         9.732       54225.45             1.2               151.089
## 434         9.732       54225.45             1.2               151.089
## 435         9.732       54225.45             1.2               151.089
## 436         9.732       54225.45             1.2               151.089
## 437         9.732       54225.45             1.2               151.089
## 438         9.732       54225.45             1.2               151.089
## 439         9.732       54225.45             1.2               151.089
## 440         9.732       54225.45             1.2               151.089
## 441         9.732       54225.45             1.2               151.089
## 442         9.732       54225.45             1.2               151.089
## 443         9.732       54225.45             1.2               151.089
## 444         9.732       54225.45             1.2               151.089
## 445         9.732       54225.45             1.2               151.089
## 446         9.732       54225.45             1.2               151.089
## 447         9.732       54225.45             1.2               151.089
## 448         9.732       54225.45             1.2               151.089
## 449         9.732       54225.45             1.2               151.089
## 450         9.732       54225.45             1.2               151.089
## 451         9.732       54225.45             1.2               151.089
## 452         9.732       54225.45             1.2               151.089
## 453         9.732       54225.45             1.2               151.089
## 454         9.732       54225.45             1.2               151.089
## 455         9.732       54225.45             1.2               151.089
## 456         9.732       54225.45             1.2               151.089
## 457         9.732       54225.45             1.2               151.089
## 458         9.732       54225.45             1.2               151.089
## 459         9.732       54225.45             1.2               151.089
## 460         9.732       54225.45             1.2               151.089
##     diabetes_prevalence female_smokers male_smokers handwashing_facilities
## 1                 10.79           19.1         24.6                     NA
## 2                 10.79           19.1         24.6                     NA
## 3                 10.79           19.1         24.6                     NA
## 4                 10.79           19.1         24.6                     NA
## 5                 10.79           19.1         24.6                     NA
## 6                 10.79           19.1         24.6                     NA
## 7                 10.79           19.1         24.6                     NA
## 8                 10.79           19.1         24.6                     NA
## 9                 10.79           19.1         24.6                     NA
## 10                10.79           19.1         24.6                     NA
## 11                10.79           19.1         24.6                     NA
## 12                10.79           19.1         24.6                     NA
## 13                10.79           19.1         24.6                     NA
## 14                10.79           19.1         24.6                     NA
## 15                10.79           19.1         24.6                     NA
## 16                10.79           19.1         24.6                     NA
## 17                10.79           19.1         24.6                     NA
## 18                10.79           19.1         24.6                     NA
## 19                10.79           19.1         24.6                     NA
## 20                10.79           19.1         24.6                     NA
## 21                10.79           19.1         24.6                     NA
## 22                10.79           19.1         24.6                     NA
## 23                10.79           19.1         24.6                     NA
## 24                10.79           19.1         24.6                     NA
## 25                10.79           19.1         24.6                     NA
## 26                10.79           19.1         24.6                     NA
## 27                10.79           19.1         24.6                     NA
## 28                10.79           19.1         24.6                     NA
## 29                10.79           19.1         24.6                     NA
## 30                10.79           19.1         24.6                     NA
## 31                10.79           19.1         24.6                     NA
## 32                10.79           19.1         24.6                     NA
## 33                10.79           19.1         24.6                     NA
## 34                10.79           19.1         24.6                     NA
## 35                10.79           19.1         24.6                     NA
## 36                10.79           19.1         24.6                     NA
## 37                10.79           19.1         24.6                     NA
## 38                10.79           19.1         24.6                     NA
## 39                10.79           19.1         24.6                     NA
## 40                10.79           19.1         24.6                     NA
## 41                10.79           19.1         24.6                     NA
## 42                10.79           19.1         24.6                     NA
## 43                10.79           19.1         24.6                     NA
## 44                10.79           19.1         24.6                     NA
## 45                10.79           19.1         24.6                     NA
## 46                10.79           19.1         24.6                     NA
## 47                10.79           19.1         24.6                     NA
## 48                10.79           19.1         24.6                     NA
## 49                10.79           19.1         24.6                     NA
## 50                10.79           19.1         24.6                     NA
## 51                10.79           19.1         24.6                     NA
## 52                10.79           19.1         24.6                     NA
## 53                10.79           19.1         24.6                     NA
## 54                10.79           19.1         24.6                     NA
## 55                10.79           19.1         24.6                     NA
## 56                10.79           19.1         24.6                     NA
## 57                10.79           19.1         24.6                     NA
## 58                10.79           19.1         24.6                     NA
## 59                10.79           19.1         24.6                     NA
## 60                10.79           19.1         24.6                     NA
## 61                10.79           19.1         24.6                     NA
## 62                10.79           19.1         24.6                     NA
## 63                10.79           19.1         24.6                     NA
## 64                10.79           19.1         24.6                     NA
## 65                10.79           19.1         24.6                     NA
## 66                10.79           19.1         24.6                     NA
## 67                10.79           19.1         24.6                     NA
## 68                10.79           19.1         24.6                     NA
## 69                10.79           19.1         24.6                     NA
## 70                10.79           19.1         24.6                     NA
## 71                10.79           19.1         24.6                     NA
## 72                10.79           19.1         24.6                     NA
## 73                10.79           19.1         24.6                     NA
## 74                10.79           19.1         24.6                     NA
## 75                10.79           19.1         24.6                     NA
## 76                10.79           19.1         24.6                     NA
## 77                10.79           19.1         24.6                     NA
## 78                10.79           19.1         24.6                     NA
## 79                10.79           19.1         24.6                     NA
## 80                10.79           19.1         24.6                     NA
## 81                10.79           19.1         24.6                     NA
## 82                10.79           19.1         24.6                     NA
## 83                10.79           19.1         24.6                     NA
## 84                10.79           19.1         24.6                     NA
## 85                10.79           19.1         24.6                     NA
## 86                10.79           19.1         24.6                     NA
## 87                10.79           19.1         24.6                     NA
## 88                10.79           19.1         24.6                     NA
## 89                10.79           19.1         24.6                     NA
## 90                10.79           19.1         24.6                     NA
## 91                10.79           19.1         24.6                     NA
## 92                10.79           19.1         24.6                     NA
## 93                10.79           19.1         24.6                     NA
## 94                10.79           19.1         24.6                     NA
## 95                10.79           19.1         24.6                     NA
## 96                10.79           19.1         24.6                     NA
## 97                10.79           19.1         24.6                     NA
## 98                10.79           19.1         24.6                     NA
## 99                10.79           19.1         24.6                     NA
## 100               10.79           19.1         24.6                     NA
## 101               10.79           19.1         24.6                     NA
## 102               10.79           19.1         24.6                     NA
## 103               10.79           19.1         24.6                     NA
## 104               10.79           19.1         24.6                     NA
## 105               10.79           19.1         24.6                     NA
## 106               10.79           19.1         24.6                     NA
## 107               10.79           19.1         24.6                     NA
## 108               10.79           19.1         24.6                     NA
## 109               10.79           19.1         24.6                     NA
## 110               10.79           19.1         24.6                     NA
## 111               10.79           19.1         24.6                     NA
## 112               10.79           19.1         24.6                     NA
## 113               10.79           19.1         24.6                     NA
## 114               10.79           19.1         24.6                     NA
## 115               10.79           19.1         24.6                     NA
## 116               10.79           19.1         24.6                     NA
## 117               10.79           19.1         24.6                     NA
## 118               10.79           19.1         24.6                     NA
## 119               10.79           19.1         24.6                     NA
## 120               10.79           19.1         24.6                     NA
## 121               10.79           19.1         24.6                     NA
## 122               10.79           19.1         24.6                     NA
## 123               10.79           19.1         24.6                     NA
## 124               10.79           19.1         24.6                     NA
## 125               10.79           19.1         24.6                     NA
## 126               10.79           19.1         24.6                     NA
## 127               10.79           19.1         24.6                     NA
## 128               10.79           19.1         24.6                     NA
## 129               10.79           19.1         24.6                     NA
## 130               10.79           19.1         24.6                     NA
## 131               10.79           19.1         24.6                     NA
## 132               10.79           19.1         24.6                     NA
## 133               10.79           19.1         24.6                     NA
## 134               10.79           19.1         24.6                     NA
## 135               10.79           19.1         24.6                     NA
## 136               10.79           19.1         24.6                     NA
## 137               10.79           19.1         24.6                     NA
## 138               10.79           19.1         24.6                     NA
## 139               10.79           19.1         24.6                     NA
## 140               10.79           19.1         24.6                     NA
## 141               10.79           19.1         24.6                     NA
## 142               10.79           19.1         24.6                     NA
## 143               10.79           19.1         24.6                     NA
## 144               10.79           19.1         24.6                     NA
## 145               10.79           19.1         24.6                     NA
## 146               10.79           19.1         24.6                     NA
## 147               10.79           19.1         24.6                     NA
## 148               10.79           19.1         24.6                     NA
## 149               10.79           19.1         24.6                     NA
## 150               10.79           19.1         24.6                     NA
## 151               10.79           19.1         24.6                     NA
## 152               10.79           19.1         24.6                     NA
## 153               10.79           19.1         24.6                     NA
## 154               10.79           19.1         24.6                     NA
## 155               10.79           19.1         24.6                     NA
## 156               10.79           19.1         24.6                     NA
## 157               10.79           19.1         24.6                     NA
## 158               10.79           19.1         24.6                     NA
## 159               10.79           19.1         24.6                     NA
## 160               10.79           19.1         24.6                     NA
## 161               10.79           19.1         24.6                     NA
## 162               10.79           19.1         24.6                     NA
## 163               10.79           19.1         24.6                     NA
## 164               10.79           19.1         24.6                     NA
## 165               10.79           19.1         24.6                     NA
## 166               10.79           19.1         24.6                     NA
## 167               10.79           19.1         24.6                     NA
## 168               10.79           19.1         24.6                     NA
## 169               10.79           19.1         24.6                     NA
## 170               10.79           19.1         24.6                     NA
## 171               10.79           19.1         24.6                     NA
## 172               10.79           19.1         24.6                     NA
## 173               10.79           19.1         24.6                     NA
## 174               10.79           19.1         24.6                     NA
## 175               10.79           19.1         24.6                     NA
## 176               10.79           19.1         24.6                     NA
## 177               10.79           19.1         24.6                     NA
## 178               10.79           19.1         24.6                     NA
## 179               10.79           19.1         24.6                     NA
## 180               10.79           19.1         24.6                     NA
## 181               10.79           19.1         24.6                     NA
## 182               10.79           19.1         24.6                     NA
## 183               10.79           19.1         24.6                     NA
## 184               10.79           19.1         24.6                     NA
## 185               10.79           19.1         24.6                     NA
## 186               10.79           19.1         24.6                     NA
## 187               10.79           19.1         24.6                     NA
## 188               10.79           19.1         24.6                     NA
## 189               10.79           19.1         24.6                     NA
## 190               10.79           19.1         24.6                     NA
## 191               10.79           19.1         24.6                     NA
## 192               10.79           19.1         24.6                     NA
## 193               10.79           19.1         24.6                     NA
## 194               10.79           19.1         24.6                     NA
## 195               10.79           19.1         24.6                     NA
## 196               10.79           19.1         24.6                     NA
## 197               10.79           19.1         24.6                     NA
## 198               10.79           19.1         24.6                     NA
## 199               10.79           19.1         24.6                     NA
## 200               10.79           19.1         24.6                     NA
## 201               10.79           19.1         24.6                     NA
## 202               10.79           19.1         24.6                     NA
## 203               10.79           19.1         24.6                     NA
## 204               10.79           19.1         24.6                     NA
## 205               10.79           19.1         24.6                     NA
## 206               10.79           19.1         24.6                     NA
## 207               10.79           19.1         24.6                     NA
## 208               10.79           19.1         24.6                     NA
## 209               10.79           19.1         24.6                     NA
## 210               10.79           19.1         24.6                     NA
## 211               10.79           19.1         24.6                     NA
## 212               10.79           19.1         24.6                     NA
## 213               10.79           19.1         24.6                     NA
## 214               10.79           19.1         24.6                     NA
## 215               10.79           19.1         24.6                     NA
## 216               10.79           19.1         24.6                     NA
## 217               10.79           19.1         24.6                     NA
## 218               10.79           19.1         24.6                     NA
## 219               10.79           19.1         24.6                     NA
## 220               10.79           19.1         24.6                     NA
## 221               10.79           19.1         24.6                     NA
## 222               10.79           19.1         24.6                     NA
## 223               10.79           19.1         24.6                     NA
## 224               10.79           19.1         24.6                     NA
## 225               10.79           19.1         24.6                     NA
## 226               10.79           19.1         24.6                     NA
## 227               10.79           19.1         24.6                     NA
## 228               10.79           19.1         24.6                     NA
## 229               10.79           19.1         24.6                     NA
## 230               10.79           19.1         24.6                     NA
## 231               10.79           19.1         24.6                     NA
## 232               10.79           19.1         24.6                     NA
## 233               10.79           19.1         24.6                     NA
## 234               10.79           19.1         24.6                     NA
## 235               10.79           19.1         24.6                     NA
## 236               10.79           19.1         24.6                     NA
## 237               10.79           19.1         24.6                     NA
## 238               10.79           19.1         24.6                     NA
## 239               10.79           19.1         24.6                     NA
## 240               10.79           19.1         24.6                     NA
## 241               10.79           19.1         24.6                     NA
## 242               10.79           19.1         24.6                     NA
## 243               10.79           19.1         24.6                     NA
## 244               10.79           19.1         24.6                     NA
## 245               10.79           19.1         24.6                     NA
## 246               10.79           19.1         24.6                     NA
## 247               10.79           19.1         24.6                     NA
## 248               10.79           19.1         24.6                     NA
## 249               10.79           19.1         24.6                     NA
## 250               10.79           19.1         24.6                     NA
## 251               10.79           19.1         24.6                     NA
## 252               10.79           19.1         24.6                     NA
## 253               10.79           19.1         24.6                     NA
## 254               10.79           19.1         24.6                     NA
## 255               10.79           19.1         24.6                     NA
## 256               10.79           19.1         24.6                     NA
## 257               10.79           19.1         24.6                     NA
## 258               10.79           19.1         24.6                     NA
## 259               10.79           19.1         24.6                     NA
## 260               10.79           19.1         24.6                     NA
## 261               10.79           19.1         24.6                     NA
## 262               10.79           19.1         24.6                     NA
## 263               10.79           19.1         24.6                     NA
## 264               10.79           19.1         24.6                     NA
## 265               10.79           19.1         24.6                     NA
## 266               10.79           19.1         24.6                     NA
## 267               10.79           19.1         24.6                     NA
## 268               10.79           19.1         24.6                     NA
## 269               10.79           19.1         24.6                     NA
## 270               10.79           19.1         24.6                     NA
## 271               10.79           19.1         24.6                     NA
## 272               10.79           19.1         24.6                     NA
## 273               10.79           19.1         24.6                     NA
## 274               10.79           19.1         24.6                     NA
## 275               10.79           19.1         24.6                     NA
## 276               10.79           19.1         24.6                     NA
## 277               10.79           19.1         24.6                     NA
## 278               10.79           19.1         24.6                     NA
## 279               10.79           19.1         24.6                     NA
## 280               10.79           19.1         24.6                     NA
## 281               10.79           19.1         24.6                     NA
## 282               10.79           19.1         24.6                     NA
## 283               10.79           19.1         24.6                     NA
## 284               10.79           19.1         24.6                     NA
## 285               10.79           19.1         24.6                     NA
## 286               10.79           19.1         24.6                     NA
## 287               10.79           19.1         24.6                     NA
## 288               10.79           19.1         24.6                     NA
## 289               10.79           19.1         24.6                     NA
## 290               10.79           19.1         24.6                     NA
## 291               10.79           19.1         24.6                     NA
## 292               10.79           19.1         24.6                     NA
## 293               10.79           19.1         24.6                     NA
## 294               10.79           19.1         24.6                     NA
## 295               10.79           19.1         24.6                     NA
## 296               10.79           19.1         24.6                     NA
## 297               10.79           19.1         24.6                     NA
## 298               10.79           19.1         24.6                     NA
## 299               10.79           19.1         24.6                     NA
## 300               10.79           19.1         24.6                     NA
## 301               10.79           19.1         24.6                     NA
## 302               10.79           19.1         24.6                     NA
## 303               10.79           19.1         24.6                     NA
## 304               10.79           19.1         24.6                     NA
## 305               10.79           19.1         24.6                     NA
## 306               10.79           19.1         24.6                     NA
## 307               10.79           19.1         24.6                     NA
## 308               10.79           19.1         24.6                     NA
## 309               10.79           19.1         24.6                     NA
## 310               10.79           19.1         24.6                     NA
## 311               10.79           19.1         24.6                     NA
## 312               10.79           19.1         24.6                     NA
## 313               10.79           19.1         24.6                     NA
## 314               10.79           19.1         24.6                     NA
## 315               10.79           19.1         24.6                     NA
## 316               10.79           19.1         24.6                     NA
## 317               10.79           19.1         24.6                     NA
## 318               10.79           19.1         24.6                     NA
## 319               10.79           19.1         24.6                     NA
## 320               10.79           19.1         24.6                     NA
## 321               10.79           19.1         24.6                     NA
## 322               10.79           19.1         24.6                     NA
## 323               10.79           19.1         24.6                     NA
## 324               10.79           19.1         24.6                     NA
## 325               10.79           19.1         24.6                     NA
## 326               10.79           19.1         24.6                     NA
## 327               10.79           19.1         24.6                     NA
## 328               10.79           19.1         24.6                     NA
## 329               10.79           19.1         24.6                     NA
## 330               10.79           19.1         24.6                     NA
## 331               10.79           19.1         24.6                     NA
## 332               10.79           19.1         24.6                     NA
## 333               10.79           19.1         24.6                     NA
## 334               10.79           19.1         24.6                     NA
## 335               10.79           19.1         24.6                     NA
## 336               10.79           19.1         24.6                     NA
## 337               10.79           19.1         24.6                     NA
## 338               10.79           19.1         24.6                     NA
## 339               10.79           19.1         24.6                     NA
## 340               10.79           19.1         24.6                     NA
## 341               10.79           19.1         24.6                     NA
## 342               10.79           19.1         24.6                     NA
## 343               10.79           19.1         24.6                     NA
## 344               10.79           19.1         24.6                     NA
## 345               10.79           19.1         24.6                     NA
## 346               10.79           19.1         24.6                     NA
## 347               10.79           19.1         24.6                     NA
## 348               10.79           19.1         24.6                     NA
## 349               10.79           19.1         24.6                     NA
## 350               10.79           19.1         24.6                     NA
## 351               10.79           19.1         24.6                     NA
## 352               10.79           19.1         24.6                     NA
## 353               10.79           19.1         24.6                     NA
## 354               10.79           19.1         24.6                     NA
## 355               10.79           19.1         24.6                     NA
## 356               10.79           19.1         24.6                     NA
## 357               10.79           19.1         24.6                     NA
## 358               10.79           19.1         24.6                     NA
## 359               10.79           19.1         24.6                     NA
## 360               10.79           19.1         24.6                     NA
## 361               10.79           19.1         24.6                     NA
## 362               10.79           19.1         24.6                     NA
## 363               10.79           19.1         24.6                     NA
## 364               10.79           19.1         24.6                     NA
## 365               10.79           19.1         24.6                     NA
## 366               10.79           19.1         24.6                     NA
## 367               10.79           19.1         24.6                     NA
## 368               10.79           19.1         24.6                     NA
## 369               10.79           19.1         24.6                     NA
## 370               10.79           19.1         24.6                     NA
## 371               10.79           19.1         24.6                     NA
## 372               10.79           19.1         24.6                     NA
## 373               10.79           19.1         24.6                     NA
## 374               10.79           19.1         24.6                     NA
## 375               10.79           19.1         24.6                     NA
## 376               10.79           19.1         24.6                     NA
## 377               10.79           19.1         24.6                     NA
## 378               10.79           19.1         24.6                     NA
## 379               10.79           19.1         24.6                     NA
## 380               10.79           19.1         24.6                     NA
## 381               10.79           19.1         24.6                     NA
## 382               10.79           19.1         24.6                     NA
## 383               10.79           19.1         24.6                     NA
## 384               10.79           19.1         24.6                     NA
## 385               10.79           19.1         24.6                     NA
## 386               10.79           19.1         24.6                     NA
## 387               10.79           19.1         24.6                     NA
## 388               10.79           19.1         24.6                     NA
## 389               10.79           19.1         24.6                     NA
## 390               10.79           19.1         24.6                     NA
## 391               10.79           19.1         24.6                     NA
## 392               10.79           19.1         24.6                     NA
## 393               10.79           19.1         24.6                     NA
## 394               10.79           19.1         24.6                     NA
## 395               10.79           19.1         24.6                     NA
## 396               10.79           19.1         24.6                     NA
## 397               10.79           19.1         24.6                     NA
## 398               10.79           19.1         24.6                     NA
## 399               10.79           19.1         24.6                     NA
## 400               10.79           19.1         24.6                     NA
## 401               10.79           19.1         24.6                     NA
## 402               10.79           19.1         24.6                     NA
## 403               10.79           19.1         24.6                     NA
## 404               10.79           19.1         24.6                     NA
## 405               10.79           19.1         24.6                     NA
## 406               10.79           19.1         24.6                     NA
## 407               10.79           19.1         24.6                     NA
## 408               10.79           19.1         24.6                     NA
## 409               10.79           19.1         24.6                     NA
## 410               10.79           19.1         24.6                     NA
## 411               10.79           19.1         24.6                     NA
## 412               10.79           19.1         24.6                     NA
## 413               10.79           19.1         24.6                     NA
## 414               10.79           19.1         24.6                     NA
## 415               10.79           19.1         24.6                     NA
## 416               10.79           19.1         24.6                     NA
## 417               10.79           19.1         24.6                     NA
## 418               10.79           19.1         24.6                     NA
## 419               10.79           19.1         24.6                     NA
## 420               10.79           19.1         24.6                     NA
## 421               10.79           19.1         24.6                     NA
## 422               10.79           19.1         24.6                     NA
## 423               10.79           19.1         24.6                     NA
## 424               10.79           19.1         24.6                     NA
## 425               10.79           19.1         24.6                     NA
## 426               10.79           19.1         24.6                     NA
## 427               10.79           19.1         24.6                     NA
## 428               10.79           19.1         24.6                     NA
## 429               10.79           19.1         24.6                     NA
## 430               10.79           19.1         24.6                     NA
## 431               10.79           19.1         24.6                     NA
## 432               10.79           19.1         24.6                     NA
## 433               10.79           19.1         24.6                     NA
## 434               10.79           19.1         24.6                     NA
## 435               10.79           19.1         24.6                     NA
## 436               10.79           19.1         24.6                     NA
## 437               10.79           19.1         24.6                     NA
## 438               10.79           19.1         24.6                     NA
## 439               10.79           19.1         24.6                     NA
## 440               10.79           19.1         24.6                     NA
## 441               10.79           19.1         24.6                     NA
## 442               10.79           19.1         24.6                     NA
## 443               10.79           19.1         24.6                     NA
## 444               10.79           19.1         24.6                     NA
## 445               10.79           19.1         24.6                     NA
## 446               10.79           19.1         24.6                     NA
## 447               10.79           19.1         24.6                     NA
## 448               10.79           19.1         24.6                     NA
## 449               10.79           19.1         24.6                     NA
## 450               10.79           19.1         24.6                     NA
## 451               10.79           19.1         24.6                     NA
## 452               10.79           19.1         24.6                     NA
## 453               10.79           19.1         24.6                     NA
## 454               10.79           19.1         24.6                     NA
## 455               10.79           19.1         24.6                     NA
## 456               10.79           19.1         24.6                     NA
## 457               10.79           19.1         24.6                     NA
## 458               10.79           19.1         24.6                     NA
## 459               10.79           19.1         24.6                     NA
## 460               10.79           19.1         24.6                     NA
##     hospital_beds_per_thousand life_expectancy human_development_index
## 1                         2.77           78.86                   0.926
## 2                         2.77           78.86                   0.926
## 3                         2.77           78.86                   0.926
## 4                         2.77           78.86                   0.926
## 5                         2.77           78.86                   0.926
## 6                         2.77           78.86                   0.926
## 7                         2.77           78.86                   0.926
## 8                         2.77           78.86                   0.926
## 9                         2.77           78.86                   0.926
## 10                        2.77           78.86                   0.926
## 11                        2.77           78.86                   0.926
## 12                        2.77           78.86                   0.926
## 13                        2.77           78.86                   0.926
## 14                        2.77           78.86                   0.926
## 15                        2.77           78.86                   0.926
## 16                        2.77           78.86                   0.926
## 17                        2.77           78.86                   0.926
## 18                        2.77           78.86                   0.926
## 19                        2.77           78.86                   0.926
## 20                        2.77           78.86                   0.926
## 21                        2.77           78.86                   0.926
## 22                        2.77           78.86                   0.926
## 23                        2.77           78.86                   0.926
## 24                        2.77           78.86                   0.926
## 25                        2.77           78.86                   0.926
## 26                        2.77           78.86                   0.926
## 27                        2.77           78.86                   0.926
## 28                        2.77           78.86                   0.926
## 29                        2.77           78.86                   0.926
## 30                        2.77           78.86                   0.926
## 31                        2.77           78.86                   0.926
## 32                        2.77           78.86                   0.926
## 33                        2.77           78.86                   0.926
## 34                        2.77           78.86                   0.926
## 35                        2.77           78.86                   0.926
## 36                        2.77           78.86                   0.926
## 37                        2.77           78.86                   0.926
## 38                        2.77           78.86                   0.926
## 39                        2.77           78.86                   0.926
## 40                        2.77           78.86                   0.926
## 41                        2.77           78.86                   0.926
## 42                        2.77           78.86                   0.926
## 43                        2.77           78.86                   0.926
## 44                        2.77           78.86                   0.926
## 45                        2.77           78.86                   0.926
## 46                        2.77           78.86                   0.926
## 47                        2.77           78.86                   0.926
## 48                        2.77           78.86                   0.926
## 49                        2.77           78.86                   0.926
## 50                        2.77           78.86                   0.926
## 51                        2.77           78.86                   0.926
## 52                        2.77           78.86                   0.926
## 53                        2.77           78.86                   0.926
## 54                        2.77           78.86                   0.926
## 55                        2.77           78.86                   0.926
## 56                        2.77           78.86                   0.926
## 57                        2.77           78.86                   0.926
## 58                        2.77           78.86                   0.926
## 59                        2.77           78.86                   0.926
## 60                        2.77           78.86                   0.926
## 61                        2.77           78.86                   0.926
## 62                        2.77           78.86                   0.926
## 63                        2.77           78.86                   0.926
## 64                        2.77           78.86                   0.926
## 65                        2.77           78.86                   0.926
## 66                        2.77           78.86                   0.926
## 67                        2.77           78.86                   0.926
## 68                        2.77           78.86                   0.926
## 69                        2.77           78.86                   0.926
## 70                        2.77           78.86                   0.926
## 71                        2.77           78.86                   0.926
## 72                        2.77           78.86                   0.926
## 73                        2.77           78.86                   0.926
## 74                        2.77           78.86                   0.926
## 75                        2.77           78.86                   0.926
## 76                        2.77           78.86                   0.926
## 77                        2.77           78.86                   0.926
## 78                        2.77           78.86                   0.926
## 79                        2.77           78.86                   0.926
## 80                        2.77           78.86                   0.926
## 81                        2.77           78.86                   0.926
## 82                        2.77           78.86                   0.926
## 83                        2.77           78.86                   0.926
## 84                        2.77           78.86                   0.926
## 85                        2.77           78.86                   0.926
## 86                        2.77           78.86                   0.926
## 87                        2.77           78.86                   0.926
## 88                        2.77           78.86                   0.926
## 89                        2.77           78.86                   0.926
## 90                        2.77           78.86                   0.926
## 91                        2.77           78.86                   0.926
## 92                        2.77           78.86                   0.926
## 93                        2.77           78.86                   0.926
## 94                        2.77           78.86                   0.926
## 95                        2.77           78.86                   0.926
## 96                        2.77           78.86                   0.926
## 97                        2.77           78.86                   0.926
## 98                        2.77           78.86                   0.926
## 99                        2.77           78.86                   0.926
## 100                       2.77           78.86                   0.926
## 101                       2.77           78.86                   0.926
## 102                       2.77           78.86                   0.926
## 103                       2.77           78.86                   0.926
## 104                       2.77           78.86                   0.926
## 105                       2.77           78.86                   0.926
## 106                       2.77           78.86                   0.926
## 107                       2.77           78.86                   0.926
## 108                       2.77           78.86                   0.926
## 109                       2.77           78.86                   0.926
## 110                       2.77           78.86                   0.926
## 111                       2.77           78.86                   0.926
## 112                       2.77           78.86                   0.926
## 113                       2.77           78.86                   0.926
## 114                       2.77           78.86                   0.926
## 115                       2.77           78.86                   0.926
## 116                       2.77           78.86                   0.926
## 117                       2.77           78.86                   0.926
## 118                       2.77           78.86                   0.926
## 119                       2.77           78.86                   0.926
## 120                       2.77           78.86                   0.926
## 121                       2.77           78.86                   0.926
## 122                       2.77           78.86                   0.926
## 123                       2.77           78.86                   0.926
## 124                       2.77           78.86                   0.926
## 125                       2.77           78.86                   0.926
## 126                       2.77           78.86                   0.926
## 127                       2.77           78.86                   0.926
## 128                       2.77           78.86                   0.926
## 129                       2.77           78.86                   0.926
## 130                       2.77           78.86                   0.926
## 131                       2.77           78.86                   0.926
## 132                       2.77           78.86                   0.926
## 133                       2.77           78.86                   0.926
## 134                       2.77           78.86                   0.926
## 135                       2.77           78.86                   0.926
## 136                       2.77           78.86                   0.926
## 137                       2.77           78.86                   0.926
## 138                       2.77           78.86                   0.926
## 139                       2.77           78.86                   0.926
## 140                       2.77           78.86                   0.926
## 141                       2.77           78.86                   0.926
## 142                       2.77           78.86                   0.926
## 143                       2.77           78.86                   0.926
## 144                       2.77           78.86                   0.926
## 145                       2.77           78.86                   0.926
## 146                       2.77           78.86                   0.926
## 147                       2.77           78.86                   0.926
## 148                       2.77           78.86                   0.926
## 149                       2.77           78.86                   0.926
## 150                       2.77           78.86                   0.926
## 151                       2.77           78.86                   0.926
## 152                       2.77           78.86                   0.926
## 153                       2.77           78.86                   0.926
## 154                       2.77           78.86                   0.926
## 155                       2.77           78.86                   0.926
## 156                       2.77           78.86                   0.926
## 157                       2.77           78.86                   0.926
## 158                       2.77           78.86                   0.926
## 159                       2.77           78.86                   0.926
## 160                       2.77           78.86                   0.926
## 161                       2.77           78.86                   0.926
## 162                       2.77           78.86                   0.926
## 163                       2.77           78.86                   0.926
## 164                       2.77           78.86                   0.926
## 165                       2.77           78.86                   0.926
## 166                       2.77           78.86                   0.926
## 167                       2.77           78.86                   0.926
## 168                       2.77           78.86                   0.926
## 169                       2.77           78.86                   0.926
## 170                       2.77           78.86                   0.926
## 171                       2.77           78.86                   0.926
## 172                       2.77           78.86                   0.926
## 173                       2.77           78.86                   0.926
## 174                       2.77           78.86                   0.926
## 175                       2.77           78.86                   0.926
## 176                       2.77           78.86                   0.926
## 177                       2.77           78.86                   0.926
## 178                       2.77           78.86                   0.926
## 179                       2.77           78.86                   0.926
## 180                       2.77           78.86                   0.926
## 181                       2.77           78.86                   0.926
## 182                       2.77           78.86                   0.926
## 183                       2.77           78.86                   0.926
## 184                       2.77           78.86                   0.926
## 185                       2.77           78.86                   0.926
## 186                       2.77           78.86                   0.926
## 187                       2.77           78.86                   0.926
## 188                       2.77           78.86                   0.926
## 189                       2.77           78.86                   0.926
## 190                       2.77           78.86                   0.926
## 191                       2.77           78.86                   0.926
## 192                       2.77           78.86                   0.926
## 193                       2.77           78.86                   0.926
## 194                       2.77           78.86                   0.926
## 195                       2.77           78.86                   0.926
## 196                       2.77           78.86                   0.926
## 197                       2.77           78.86                   0.926
## 198                       2.77           78.86                   0.926
## 199                       2.77           78.86                   0.926
## 200                       2.77           78.86                   0.926
## 201                       2.77           78.86                   0.926
## 202                       2.77           78.86                   0.926
## 203                       2.77           78.86                   0.926
## 204                       2.77           78.86                   0.926
## 205                       2.77           78.86                   0.926
## 206                       2.77           78.86                   0.926
## 207                       2.77           78.86                   0.926
## 208                       2.77           78.86                   0.926
## 209                       2.77           78.86                   0.926
## 210                       2.77           78.86                   0.926
## 211                       2.77           78.86                   0.926
## 212                       2.77           78.86                   0.926
## 213                       2.77           78.86                   0.926
## 214                       2.77           78.86                   0.926
## 215                       2.77           78.86                   0.926
## 216                       2.77           78.86                   0.926
## 217                       2.77           78.86                   0.926
## 218                       2.77           78.86                   0.926
## 219                       2.77           78.86                   0.926
## 220                       2.77           78.86                   0.926
## 221                       2.77           78.86                   0.926
## 222                       2.77           78.86                   0.926
## 223                       2.77           78.86                   0.926
## 224                       2.77           78.86                   0.926
## 225                       2.77           78.86                   0.926
## 226                       2.77           78.86                   0.926
## 227                       2.77           78.86                   0.926
## 228                       2.77           78.86                   0.926
## 229                       2.77           78.86                   0.926
## 230                       2.77           78.86                   0.926
## 231                       2.77           78.86                   0.926
## 232                       2.77           78.86                   0.926
## 233                       2.77           78.86                   0.926
## 234                       2.77           78.86                   0.926
## 235                       2.77           78.86                   0.926
## 236                       2.77           78.86                   0.926
## 237                       2.77           78.86                   0.926
## 238                       2.77           78.86                   0.926
## 239                       2.77           78.86                   0.926
## 240                       2.77           78.86                   0.926
## 241                       2.77           78.86                   0.926
## 242                       2.77           78.86                   0.926
## 243                       2.77           78.86                   0.926
## 244                       2.77           78.86                   0.926
## 245                       2.77           78.86                   0.926
## 246                       2.77           78.86                   0.926
## 247                       2.77           78.86                   0.926
## 248                       2.77           78.86                   0.926
## 249                       2.77           78.86                   0.926
## 250                       2.77           78.86                   0.926
## 251                       2.77           78.86                   0.926
## 252                       2.77           78.86                   0.926
## 253                       2.77           78.86                   0.926
## 254                       2.77           78.86                   0.926
## 255                       2.77           78.86                   0.926
## 256                       2.77           78.86                   0.926
## 257                       2.77           78.86                   0.926
## 258                       2.77           78.86                   0.926
## 259                       2.77           78.86                   0.926
## 260                       2.77           78.86                   0.926
## 261                       2.77           78.86                   0.926
## 262                       2.77           78.86                   0.926
## 263                       2.77           78.86                   0.926
## 264                       2.77           78.86                   0.926
## 265                       2.77           78.86                   0.926
## 266                       2.77           78.86                   0.926
## 267                       2.77           78.86                   0.926
## 268                       2.77           78.86                   0.926
## 269                       2.77           78.86                   0.926
## 270                       2.77           78.86                   0.926
## 271                       2.77           78.86                   0.926
## 272                       2.77           78.86                   0.926
## 273                       2.77           78.86                   0.926
## 274                       2.77           78.86                   0.926
## 275                       2.77           78.86                   0.926
## 276                       2.77           78.86                   0.926
## 277                       2.77           78.86                   0.926
## 278                       2.77           78.86                   0.926
## 279                       2.77           78.86                   0.926
## 280                       2.77           78.86                   0.926
## 281                       2.77           78.86                   0.926
## 282                       2.77           78.86                   0.926
## 283                       2.77           78.86                   0.926
## 284                       2.77           78.86                   0.926
## 285                       2.77           78.86                   0.926
## 286                       2.77           78.86                   0.926
## 287                       2.77           78.86                   0.926
## 288                       2.77           78.86                   0.926
## 289                       2.77           78.86                   0.926
## 290                       2.77           78.86                   0.926
## 291                       2.77           78.86                   0.926
## 292                       2.77           78.86                   0.926
## 293                       2.77           78.86                   0.926
## 294                       2.77           78.86                   0.926
## 295                       2.77           78.86                   0.926
## 296                       2.77           78.86                   0.926
## 297                       2.77           78.86                   0.926
## 298                       2.77           78.86                   0.926
## 299                       2.77           78.86                   0.926
## 300                       2.77           78.86                   0.926
## 301                       2.77           78.86                   0.926
## 302                       2.77           78.86                   0.926
## 303                       2.77           78.86                   0.926
## 304                       2.77           78.86                   0.926
## 305                       2.77           78.86                   0.926
## 306                       2.77           78.86                   0.926
## 307                       2.77           78.86                   0.926
## 308                       2.77           78.86                   0.926
## 309                       2.77           78.86                   0.926
## 310                       2.77           78.86                   0.926
## 311                       2.77           78.86                   0.926
## 312                       2.77           78.86                   0.926
## 313                       2.77           78.86                   0.926
## 314                       2.77           78.86                   0.926
## 315                       2.77           78.86                   0.926
## 316                       2.77           78.86                   0.926
## 317                       2.77           78.86                   0.926
## 318                       2.77           78.86                   0.926
## 319                       2.77           78.86                   0.926
## 320                       2.77           78.86                   0.926
## 321                       2.77           78.86                   0.926
## 322                       2.77           78.86                   0.926
## 323                       2.77           78.86                   0.926
## 324                       2.77           78.86                   0.926
## 325                       2.77           78.86                   0.926
## 326                       2.77           78.86                   0.926
## 327                       2.77           78.86                   0.926
## 328                       2.77           78.86                   0.926
## 329                       2.77           78.86                   0.926
## 330                       2.77           78.86                   0.926
## 331                       2.77           78.86                   0.926
## 332                       2.77           78.86                   0.926
## 333                       2.77           78.86                   0.926
## 334                       2.77           78.86                   0.926
## 335                       2.77           78.86                   0.926
## 336                       2.77           78.86                   0.926
## 337                       2.77           78.86                   0.926
## 338                       2.77           78.86                   0.926
## 339                       2.77           78.86                   0.926
## 340                       2.77           78.86                   0.926
## 341                       2.77           78.86                   0.926
## 342                       2.77           78.86                   0.926
## 343                       2.77           78.86                   0.926
## 344                       2.77           78.86                   0.926
## 345                       2.77           78.86                   0.926
## 346                       2.77           78.86                   0.926
## 347                       2.77           78.86                   0.926
## 348                       2.77           78.86                   0.926
## 349                       2.77           78.86                   0.926
## 350                       2.77           78.86                   0.926
## 351                       2.77           78.86                   0.926
## 352                       2.77           78.86                   0.926
## 353                       2.77           78.86                   0.926
## 354                       2.77           78.86                   0.926
## 355                       2.77           78.86                   0.926
## 356                       2.77           78.86                   0.926
## 357                       2.77           78.86                   0.926
## 358                       2.77           78.86                   0.926
## 359                       2.77           78.86                   0.926
## 360                       2.77           78.86                   0.926
## 361                       2.77           78.86                   0.926
## 362                       2.77           78.86                   0.926
## 363                       2.77           78.86                   0.926
## 364                       2.77           78.86                   0.926
## 365                       2.77           78.86                   0.926
## 366                       2.77           78.86                   0.926
## 367                       2.77           78.86                   0.926
## 368                       2.77           78.86                   0.926
## 369                       2.77           78.86                   0.926
## 370                       2.77           78.86                   0.926
## 371                       2.77           78.86                   0.926
## 372                       2.77           78.86                   0.926
## 373                       2.77           78.86                   0.926
## 374                       2.77           78.86                   0.926
## 375                       2.77           78.86                   0.926
## 376                       2.77           78.86                   0.926
## 377                       2.77           78.86                   0.926
## 378                       2.77           78.86                   0.926
## 379                       2.77           78.86                   0.926
## 380                       2.77           78.86                   0.926
## 381                       2.77           78.86                   0.926
## 382                       2.77           78.86                   0.926
## 383                       2.77           78.86                   0.926
## 384                       2.77           78.86                   0.926
## 385                       2.77           78.86                   0.926
## 386                       2.77           78.86                   0.926
## 387                       2.77           78.86                   0.926
## 388                       2.77           78.86                   0.926
## 389                       2.77           78.86                   0.926
## 390                       2.77           78.86                   0.926
## 391                       2.77           78.86                   0.926
## 392                       2.77           78.86                   0.926
## 393                       2.77           78.86                   0.926
## 394                       2.77           78.86                   0.926
## 395                       2.77           78.86                   0.926
## 396                       2.77           78.86                   0.926
## 397                       2.77           78.86                   0.926
## 398                       2.77           78.86                   0.926
## 399                       2.77           78.86                   0.926
## 400                       2.77           78.86                   0.926
## 401                       2.77           78.86                   0.926
## 402                       2.77           78.86                   0.926
## 403                       2.77           78.86                   0.926
## 404                       2.77           78.86                   0.926
## 405                       2.77           78.86                   0.926
## 406                       2.77           78.86                   0.926
## 407                       2.77           78.86                   0.926
## 408                       2.77           78.86                   0.926
## 409                       2.77           78.86                   0.926
## 410                       2.77           78.86                   0.926
## 411                       2.77           78.86                   0.926
## 412                       2.77           78.86                   0.926
## 413                       2.77           78.86                   0.926
## 414                       2.77           78.86                   0.926
## 415                       2.77           78.86                   0.926
## 416                       2.77           78.86                   0.926
## 417                       2.77           78.86                   0.926
## 418                       2.77           78.86                   0.926
## 419                       2.77           78.86                   0.926
## 420                       2.77           78.86                   0.926
## 421                       2.77           78.86                   0.926
## 422                       2.77           78.86                   0.926
## 423                       2.77           78.86                   0.926
## 424                       2.77           78.86                   0.926
## 425                       2.77           78.86                   0.926
## 426                       2.77           78.86                   0.926
## 427                       2.77           78.86                   0.926
## 428                       2.77           78.86                   0.926
## 429                       2.77           78.86                   0.926
## 430                       2.77           78.86                   0.926
## 431                       2.77           78.86                   0.926
## 432                       2.77           78.86                   0.926
## 433                       2.77           78.86                   0.926
## 434                       2.77           78.86                   0.926
## 435                       2.77           78.86                   0.926
## 436                       2.77           78.86                   0.926
## 437                       2.77           78.86                   0.926
## 438                       2.77           78.86                   0.926
## 439                       2.77           78.86                   0.926
## 440                       2.77           78.86                   0.926
## 441                       2.77           78.86                   0.926
## 442                       2.77           78.86                   0.926
## 443                       2.77           78.86                   0.926
## 444                       2.77           78.86                   0.926
## 445                       2.77           78.86                   0.926
## 446                       2.77           78.86                   0.926
## 447                       2.77           78.86                   0.926
## 448                       2.77           78.86                   0.926
## 449                       2.77           78.86                   0.926
## 450                       2.77           78.86                   0.926
## 451                       2.77           78.86                   0.926
## 452                       2.77           78.86                   0.926
## 453                       2.77           78.86                   0.926
## 454                       2.77           78.86                   0.926
## 455                       2.77           78.86                   0.926
## 456                       2.77           78.86                   0.926
## 457                       2.77           78.86                   0.926
## 458                       2.77           78.86                   0.926
## 459                       2.77           78.86                   0.926
## 460                       2.77           78.86                   0.926
##     excess_mortality_cumulative_absolute excess_mortality_cumulative
## 1                                     NA                          NA
## 2                                     NA                          NA
## 3                                     NA                          NA
## 4                                     NA                          NA
## 5                                     NA                          NA
## 6                                     NA                          NA
## 7                               420008.8                       14.75
## 8                                     NA                          NA
## 9                                     NA                          NA
## 10                                    NA                          NA
## 11                                    NA                          NA
## 12                                    NA                          NA
## 13                                    NA                          NA
## 14                              444722.2                       15.29
## 15                                    NA                          NA
## 16                                    NA                          NA
## 17                                    NA                          NA
## 18                                    NA                          NA
## 19                                    NA                          NA
## 20                                    NA                          NA
## 21                              472092.6                       15.91
## 22                                    NA                          NA
## 23                                    NA                          NA
## 24                                    NA                          NA
## 25                                    NA                          NA
## 26                                    NA                          NA
## 27                                    NA                          NA
## 28                              495590.0                       16.35
## 29                                    NA                          NA
## 30                                    NA                          NA
## 31                                    NA                          NA
## 32                                    NA                          NA
## 33                                    NA                          NA
## 34                                    NA                          NA
## 35                              519084.8                       16.77
## 36                                    NA                          NA
## 37                                    NA                          NA
## 38                                    NA                          NA
## 39                                    NA                          NA
## 40                                    NA                          NA
## 41                                    NA                          NA
## 42                              540369.4                       17.12
## 43                                    NA                          NA
## 44                                    NA                          NA
## 45                                    NA                          NA
## 46                                    NA                          NA
## 47                                    NA                          NA
## 48                                    NA                          NA
## 49                              558041.2                       17.34
## 50                                    NA                          NA
## 51                                    NA                          NA
## 52                                    NA                          NA
## 53                                    NA                          NA
## 54                                    NA                          NA
## 55                                    NA                          NA
## 56                              573349.6                       17.48
## 57                                    NA                          NA
## 58                                    NA                          NA
## 59                                    NA                          NA
## 60                                    NA                          NA
## 61                                    NA                          NA
## 62                                    NA                          NA
## 63                              583510.2                       17.46
## 64                                    NA                          NA
## 65                                    NA                          NA
## 66                                    NA                          NA
## 67                                    NA                          NA
## 68                                    NA                          NA
## 69                                    NA                          NA
## 70                              592017.0                       17.40
## 71                                    NA                          NA
## 72                                    NA                          NA
## 73                                    NA                          NA
## 74                                    NA                          NA
## 75                                    NA                          NA
## 76                                    NA                          NA
## 77                              598445.8                       17.28
## 78                                    NA                          NA
## 79                                    NA                          NA
## 80                                    NA                          NA
## 81                                    NA                          NA
## 82                                    NA                          NA
## 83                                    NA                          NA
## 84                              602088.6                       17.09
## 85                                    NA                          NA
## 86                                    NA                          NA
## 87                                    NA                          NA
## 88                                    NA                          NA
## 89                                    NA                          NA
## 90                                    NA                          NA
## 91                              603742.4                       16.85
## 92                                    NA                          NA
## 93                                    NA                          NA
## 94                                    NA                          NA
## 95                                    NA                          NA
## 96                                    NA                          NA
## 97                                    NA                          NA
## 98                              604940.6                       16.61
## 99                                    NA                          NA
## 100                                   NA                          NA
## 101                                   NA                          NA
## 102                                   NA                          NA
## 103                                   NA                          NA
## 104                                   NA                          NA
## 105                             606938.2                       16.40
## 106                                   NA                          NA
## 107                                   NA                          NA
## 108                                   NA                          NA
## 109                                   NA                          NA
## 110                                   NA                          NA
## 111                                   NA                          NA
## 112                             607563.0                       16.16
## 113                                   NA                          NA
## 114                                   NA                          NA
## 115                                   NA                          NA
## 116                                   NA                          NA
## 117                                   NA                          NA
## 118                                   NA                          NA
## 119                             610584.8                       16.00
## 120                                   NA                          NA
## 121                                   NA                          NA
## 122                                   NA                          NA
## 123                                   NA                          NA
## 124                                   NA                          NA
## 125                                   NA                          NA
## 126                             612157.0                       15.80
## 127                                   NA                          NA
## 128                                   NA                          NA
## 129                                   NA                          NA
## 130                                   NA                          NA
## 131                                   NA                          NA
## 132                                   NA                          NA
## 133                             615954.0                       15.67
## 134                                   NA                          NA
## 135                                   NA                          NA
## 136                                   NA                          NA
## 137                                   NA                          NA
## 138                                   NA                          NA
## 139                                   NA                          NA
## 140                             619948.8                       15.55
## 141                                   NA                          NA
## 142                                   NA                          NA
## 143                                   NA                          NA
## 144                                   NA                          NA
## 145                                   NA                          NA
## 146                                   NA                          NA
## 147                             623084.0                       15.41
## 148                                   NA                          NA
## 149                                   NA                          NA
## 150                                   NA                          NA
## 151                                   NA                          NA
## 152                                   NA                          NA
## 153                                   NA                          NA
## 154                             626507.6                       15.29
## 155                                   NA                          NA
## 156                                   NA                          NA
## 157                                   NA                          NA
## 158                                   NA                          NA
## 159                                   NA                          NA
## 160                                   NA                          NA
## 161                             630746.8                       15.19
## 162                                   NA                          NA
## 163                                   NA                          NA
## 164                                   NA                          NA
## 165                                   NA                          NA
## 166                                   NA                          NA
## 167                                   NA                          NA
## 168                             633681.8                       15.07
## 169                                   NA                          NA
## 170                                   NA                          NA
## 171                                   NA                          NA
## 172                                   NA                          NA
## 173                                   NA                          NA
## 174                                   NA                          NA
## 175                             637094.6                       14.96
## 176                                   NA                          NA
## 177                                   NA                          NA
## 178                                   NA                          NA
## 179                                   NA                          NA
## 180                                   NA                          NA
## 181                                   NA                          NA
## 182                             639583.8                       14.82
## 183                                   NA                          NA
## 184                                   NA                          NA
## 185                                   NA                          NA
## 186                                   NA                          NA
## 187                                   NA                          NA
## 188                                   NA                          NA
## 189                             642796.6                       14.71
## 190                                   NA                          NA
## 191                                   NA                          NA
## 192                                   NA                          NA
## 193                                   NA                          NA
## 194                                   NA                          NA
## 195                                   NA                          NA
## 196                             645823.2                       14.60
## 197                                   NA                          NA
## 198                                   NA                          NA
## 199                                   NA                          NA
## 200                                   NA                          NA
## 201                                   NA                          NA
## 202                                   NA                          NA
## 203                             649563.8                       14.51
## 204                                   NA                          NA
## 205                                   NA                          NA
## 206                                   NA                          NA
## 207                                   NA                          NA
## 208                                   NA                          NA
## 209                                   NA                          NA
## 210                             652803.8                       14.41
## 211                                   NA                          NA
## 212                                   NA                          NA
## 213                                   NA                          NA
## 214                                   NA                          NA
## 215                                   NA                          NA
## 216                                   NA                          NA
## 217                             656351.0                       14.32
## 218                                   NA                          NA
## 219                                   NA                          NA
## 220                                   NA                          NA
## 221                                   NA                          NA
## 222                                   NA                          NA
## 223                                   NA                          NA
## 224                             661463.0                       14.27
## 225                                   NA                          NA
## 226                                   NA                          NA
## 227                                   NA                          NA
## 228                                   NA                          NA
## 229                                   NA                          NA
## 230                                   NA                          NA
## 231                             668556.2                       14.26
## 232                                   NA                          NA
## 233                                   NA                          NA
## 234                                   NA                          NA
## 235                                   NA                          NA
## 236                                   NA                          NA
## 237                                   NA                          NA
## 238                             679046.6                       14.32
## 239                                   NA                          NA
## 240                                   NA                          NA
## 241                                   NA                          NA
## 242                                   NA                          NA
## 243                                   NA                          NA
## 244                                   NA                          NA
## 245                             692578.6                       14.44
## 246                                   NA                          NA
## 247                                   NA                          NA
## 248                                   NA                          NA
## 249                                   NA                          NA
## 250                                   NA                          NA
## 251                                   NA                          NA
## 252                             709265.4                       14.63
## 253                                   NA                          NA
## 254                                   NA                          NA
## 255                                   NA                          NA
## 256                                   NA                          NA
## 257                                   NA                          NA
## 258                                   NA                          NA
## 259                             728278.0                       14.86
## 260                                   NA                          NA
## 261                                   NA                          NA
## 262                                   NA                          NA
## 263                                   NA                          NA
## 264                                   NA                          NA
## 265                                   NA                          NA
## 266                             748108.4                       15.10
## 267                                   NA                          NA
## 268                                   NA                          NA
## 269                                   NA                          NA
## 270                                   NA                          NA
## 271                                   NA                          NA
## 272                                   NA                          NA
## 273                             767785.0                       15.33
## 274                                   NA                          NA
## 275                                   NA                          NA
## 276                                   NA                          NA
## 277                                   NA                          NA
## 278                                   NA                          NA
## 279                                   NA                          NA
## 280                             786818.6                       15.54
## 281                                   NA                          NA
## 282                                   NA                          NA
## 283                                   NA                          NA
## 284                                   NA                          NA
## 285                                   NA                          NA
## 286                                   NA                          NA
## 287                             804538.2                       15.72
## 288                                   NA                          NA
## 289                                   NA                          NA
## 290                                   NA                          NA
## 291                                   NA                          NA
## 292                                   NA                          NA
## 293                                   NA                          NA
## 294                             821238.6                       15.88
## 295                                   NA                          NA
## 296                                   NA                          NA
## 297                                   NA                          NA
## 298                                   NA                          NA
## 299                                   NA                          NA
## 300                                   NA                          NA
## 301                             834515.2                       15.97
## 302                                   NA                          NA
## 303                                   NA                          NA
## 304                                   NA                          NA
## 305                                   NA                          NA
## 306                                   NA                          NA
## 307                                   NA                          NA
## 308                             846338.0                       16.03
## 309                                   NA                          NA
## 310                                   NA                          NA
## 311                                   NA                          NA
## 312                                   NA                          NA
## 313                                   NA                          NA
## 314                                   NA                          NA
## 315                             857100.6                       16.06
## 316                                   NA                          NA
## 317                                   NA                          NA
## 318                                   NA                          NA
## 319                                   NA                          NA
## 320                                   NA                          NA
## 321                                   NA                          NA
## 322                             867224.2                       16.08
## 323                                   NA                          NA
## 324                                   NA                          NA
## 325                                   NA                          NA
## 326                                   NA                          NA
## 327                                   NA                          NA
## 328                                   NA                          NA
## 329                             876736.0                       16.09
## 330                                   NA                          NA
## 331                                   NA                          NA
## 332                                   NA                          NA
## 333                                   NA                          NA
## 334                                   NA                          NA
## 335                                   NA                          NA
## 336                             886752.8                       16.11
## 337                                   NA                          NA
## 338                                   NA                          NA
## 339                                   NA                          NA
## 340                                   NA                          NA
## 341                                   NA                          NA
## 342                                   NA                          NA
## 343                             895520.4                       16.10
## 344                                   NA                          NA
## 345                                   NA                          NA
## 346                                   NA                          NA
## 347                                   NA                          NA
## 348                                   NA                          NA
## 349                                   NA                          NA
## 350                             905149.4                       16.11
## 351                                   NA                          NA
## 352                                   NA                          NA
## 353                                   NA                          NA
## 354                                   NA                          NA
## 355                                   NA                          NA
## 356                                   NA                          NA
## 357                             916433.4                       16.14
## 358                                   NA                          NA
## 359                                   NA                          NA
## 360                                   NA                          NA
## 361                                   NA                          NA
## 362                                   NA                          NA
## 363                                   NA                          NA
## 364                             928275.0                       16.19
## 365                                   NA                          NA
## 366                                   NA                          NA
## 367                                   NA                          NA
## 368                                   NA                          NA
## 369                                   NA                          NA
## 370                                   NA                          NA
## 371                             938915.4                       16.20
## 372                                   NA                          NA
## 373                                   NA                          NA
## 374                                   NA                          NA
## 375                                   NA                          NA
## 376                                   NA                          NA
## 377                                   NA                          NA
## 378                             949552.8                       16.22
## 379                                   NA                          NA
## 380                                   NA                          NA
## 381                                   NA                          NA
## 382                                   NA                          NA
## 383                                   NA                          NA
## 384                                   NA                          NA
## 385                             961592.6                       16.26
## 386                                   NA                          NA
## 387                                   NA                          NA
## 388                                   NA                          NA
## 389                                   NA                          NA
## 390                                   NA                          NA
## 391                                   NA                          NA
## 392                             973937.3                       16.29
## 393                                   NA                          NA
## 394                                   NA                          NA
## 395                                   NA                          NA
## 396                                   NA                          NA
## 397                                   NA                          NA
## 398                                   NA                          NA
## 399                             990364.4                       16.39
## 400                                   NA                          NA
## 401                                   NA                          NA
## 402                                   NA                          NA
## 403                                   NA                          NA
## 404                                   NA                          NA
## 405                                   NA                          NA
## 406                            1008355.3                       16.51
## 407                                   NA                          NA
## 408                                   NA                          NA
## 409                                   NA                          NA
## 410                                   NA                          NA
## 411                                   NA                          NA
## 412                                   NA                          NA
## 413                            1025527.4                       16.62
## 414                                   NA                          NA
## 415                                   NA                          NA
## 416                                   NA                          NA
## 417                                   NA                          NA
## 418                                   NA                          NA
## 419                                   NA                          NA
## 420                            1037396.1                       16.65
## 421                                   NA                          NA
## 422                                   NA                          NA
## 423                                   NA                          NA
## 424                                   NA                          NA
## 425                                   NA                          NA
## 426                                   NA                          NA
## 427                                   NA                          NA
## 428                                   NA                          NA
## 429                                   NA                          NA
## 430                                   NA                          NA
## 431                                   NA                          NA
## 432                                   NA                          NA
## 433                                   NA                          NA
## 434                                   NA                          NA
## 435                                   NA                          NA
## 436                                   NA                          NA
## 437                                   NA                          NA
## 438                                   NA                          NA
## 439                                   NA                          NA
## 440                                   NA                          NA
## 441                                   NA                          NA
## 442                                   NA                          NA
## 443                                   NA                          NA
## 444                                   NA                          NA
## 445                                   NA                          NA
## 446                                   NA                          NA
## 447                                   NA                          NA
## 448                                   NA                          NA
## 449                                   NA                          NA
## 450                                   NA                          NA
## 451                                   NA                          NA
## 452                                   NA                          NA
## 453                                   NA                          NA
## 454                                   NA                          NA
## 455                                   NA                          NA
## 456                                   NA                          NA
## 457                                   NA                          NA
## 458                                   NA                          NA
## 459                                   NA                          NA
## 460                                   NA                          NA
##     excess_mortality excess_mortality_cumulative_per_million
## 1                 NA                                      NA
## 2                 NA                                      NA
## 3                 NA                                      NA
## 4                 NA                                      NA
## 5                 NA                                      NA
## 6                 NA                                      NA
## 7              40.19                                1261.609
## 8                 NA                                      NA
## 9                 NA                                      NA
## 10                NA                                      NA
## 11                NA                                      NA
## 12                NA                                      NA
## 13                NA                                      NA
## 14             41.46                                1335.843
## 15                NA                                      NA
## 16                NA                                      NA
## 17                NA                                      NA
## 18                NA                                      NA
## 19                NA                                      NA
## 20                NA                                      NA
## 21             45.92                                1418.057
## 22                NA                                      NA
## 23                NA                                      NA
## 24                NA                                      NA
## 25                NA                                      NA
## 26                NA                                      NA
## 27                NA                                      NA
## 28             36.97                                1488.638
## 29                NA                                      NA
## 30                NA                                      NA
## 31                NA                                      NA
## 32                NA                                      NA
## 33                NA                                      NA
## 34                NA                                      NA
## 35             36.76                                1559.211
## 36                NA                                      NA
## 37                NA                                      NA
## 38                NA                                      NA
## 39                NA                                      NA
## 40                NA                                      NA
## 41                NA                                      NA
## 42             34.12                                1623.145
## 43                NA                                      NA
## 44                NA                                      NA
## 45                NA                                      NA
## 46                NA                                      NA
## 47                NA                                      NA
## 48                NA                                      NA
## 49             28.73                                1676.227
## 50                NA                                      NA
## 51                NA                                      NA
## 52                NA                                      NA
## 53                NA                                      NA
## 54                NA                                      NA
## 55                NA                                      NA
## 56             25.02                                1722.210
## 57                NA                                      NA
## 58                NA                                      NA
## 59                NA                                      NA
## 60                NA                                      NA
## 61                NA                                      NA
## 62                NA                                      NA
## 63             16.57                                1752.730
## 64                NA                                      NA
## 65                NA                                      NA
## 66                NA                                      NA
## 67                NA                                      NA
## 68                NA                                      NA
## 69                NA                                      NA
## 70             13.95                                1778.282
## 71                NA                                      NA
## 72                NA                                      NA
## 73                NA                                      NA
## 74                NA                                      NA
## 75                NA                                      NA
## 76                NA                                      NA
## 77             10.66                                1797.593
## 78                NA                                      NA
## 79                NA                                      NA
## 80                NA                                      NA
## 81                NA                                      NA
## 82                NA                                      NA
## 83                NA                                      NA
## 84              6.07                                1808.535
## 85                NA                                      NA
## 86                NA                                      NA
## 87                NA                                      NA
## 88                NA                                      NA
## 89                NA                                      NA
## 90                NA                                      NA
## 91              2.75                                1813.503
## 92                NA                                      NA
## 93                NA                                      NA
## 94                NA                                      NA
## 95                NA                                      NA
## 96                NA                                      NA
## 97                NA                                      NA
## 98              2.03                                1817.102
## 99                NA                                      NA
## 100               NA                                      NA
## 101               NA                                      NA
## 102               NA                                      NA
## 103               NA                                      NA
## 104               NA                                      NA
## 105             3.40                                1823.102
## 106               NA                                      NA
## 107               NA                                      NA
## 108               NA                                      NA
## 109               NA                                      NA
## 110               NA                                      NA
## 111               NA                                      NA
## 112             1.08                                1824.979
## 113               NA                                      NA
## 114               NA                                      NA
## 115               NA                                      NA
## 116               NA                                      NA
## 117               NA                                      NA
## 118               NA                                      NA
## 119             5.21                                1834.056
## 120               NA                                      NA
## 121               NA                                      NA
## 122               NA                                      NA
## 123               NA                                      NA
## 124               NA                                      NA
## 125               NA                                      NA
## 126             2.73                                1838.778
## 127               NA                                      NA
## 128               NA                                      NA
## 129               NA                                      NA
## 130               NA                                      NA
## 131               NA                                      NA
## 132               NA                                      NA
## 133             6.73                                1850.184
## 134               NA                                      NA
## 135               NA                                      NA
## 136               NA                                      NA
## 137               NA                                      NA
## 138               NA                                      NA
## 139               NA                                      NA
## 140             7.16                                1862.183
## 141               NA                                      NA
## 142               NA                                      NA
## 143               NA                                      NA
## 144               NA                                      NA
## 145               NA                                      NA
## 146               NA                                      NA
## 147             5.62                                1871.600
## 148               NA                                      NA
## 149               NA                                      NA
## 150               NA                                      NA
## 151               NA                                      NA
## 152               NA                                      NA
## 153               NA                                      NA
## 154             6.22                                1881.884
## 155               NA                                      NA
## 156               NA                                      NA
## 157               NA                                      NA
## 158               NA                                      NA
## 159               NA                                      NA
## 160               NA                                      NA
## 161             7.78                                1894.618
## 162               NA                                      NA
## 163               NA                                      NA
## 164               NA                                      NA
## 165               NA                                      NA
## 166               NA                                      NA
## 167               NA                                      NA
## 168             5.40                                1903.434
## 169               NA                                      NA
## 170               NA                                      NA
## 171               NA                                      NA
## 172               NA                                      NA
## 173               NA                                      NA
## 174               NA                                      NA
## 175             6.32                                1913.685
## 176               NA                                      NA
## 177               NA                                      NA
## 178               NA                                      NA
## 179               NA                                      NA
## 180               NA                                      NA
## 181               NA                                      NA
## 182             4.57                                1921.162
## 183               NA                                      NA
## 184               NA                                      NA
## 185               NA                                      NA
## 186               NA                                      NA
## 187               NA                                      NA
## 188               NA                                      NA
## 189             5.96                                1930.813
## 190               NA                                      NA
## 191               NA                                      NA
## 192               NA                                      NA
## 193               NA                                      NA
## 194               NA                                      NA
## 195               NA                                      NA
## 196             5.62                                1939.904
## 197               NA                                      NA
## 198               NA                                      NA
## 199               NA                                      NA
## 200               NA                                      NA
## 201               NA                                      NA
## 202               NA                                      NA
## 203             6.97                                1951.140
## 204               NA                                      NA
## 205               NA                                      NA
## 206               NA                                      NA
## 207               NA                                      NA
## 208               NA                                      NA
## 209               NA                                      NA
## 210             6.01                                1960.872
## 211               NA                                      NA
## 212               NA                                      NA
## 213               NA                                      NA
## 214               NA                                      NA
## 215               NA                                      NA
## 216               NA                                      NA
## 217             6.62                                1971.527
## 218               NA                                      NA
## 219               NA                                      NA
## 220               NA                                      NA
## 221               NA                                      NA
## 222               NA                                      NA
## 223               NA                                      NA
## 224             9.60                                1986.882
## 225               NA                                      NA
## 226               NA                                      NA
## 227               NA                                      NA
## 228               NA                                      NA
## 229               NA                                      NA
## 230               NA                                      NA
## 231            13.35                                2008.188
## 232               NA                                      NA
## 233               NA                                      NA
## 234               NA                                      NA
## 235               NA                                      NA
## 236               NA                                      NA
## 237               NA                                      NA
## 238            19.73                                2039.699
## 239               NA                                      NA
## 240               NA                                      NA
## 241               NA                                      NA
## 242               NA                                      NA
## 243               NA                                      NA
## 244               NA                                      NA
## 245            25.37                                2080.346
## 246               NA                                      NA
## 247               NA                                      NA
## 248               NA                                      NA
## 249               NA                                      NA
## 250               NA                                      NA
## 251               NA                                      NA
## 252            31.41                                2130.469
## 253               NA                                      NA
## 254               NA                                      NA
## 255               NA                                      NA
## 256               NA                                      NA
## 257               NA                                      NA
## 258               NA                                      NA
## 259            35.89                                2187.579
## 260               NA                                      NA
## 261               NA                                      NA
## 262               NA                                      NA
## 263               NA                                      NA
## 264               NA                                      NA
## 265               NA                                      NA
## 266            37.16                                2247.145
## 267               NA                                      NA
## 268               NA                                      NA
## 269               NA                                      NA
## 270               NA                                      NA
## 271               NA                                      NA
## 272               NA                                      NA
## 273            36.72                                2306.249
## 274               NA                                      NA
## 275               NA                                      NA
## 276               NA                                      NA
## 277               NA                                      NA
## 278               NA                                      NA
## 279               NA                                      NA
## 280            35.36                                2363.421
## 281               NA                                      NA
## 282               NA                                      NA
## 283               NA                                      NA
## 284               NA                                      NA
## 285               NA                                      NA
## 286               NA                                      NA
## 287            32.86                                2416.647
## 288               NA                                      NA
## 289               NA                                      NA
## 290               NA                                      NA
## 291               NA                                      NA
## 292               NA                                      NA
## 293               NA                                      NA
## 294            30.92                                2466.811
## 295               NA                                      NA
## 296               NA                                      NA
## 297               NA                                      NA
## 298               NA                                      NA
## 299               NA                                      NA
## 300               NA                                      NA
## 301            24.11                                2506.691
## 302               NA                                      NA
## 303               NA                                      NA
## 304               NA                                      NA
## 305               NA                                      NA
## 306               NA                                      NA
## 307               NA                                      NA
## 308            21.53                                2542.204
## 309               NA                                      NA
## 310               NA                                      NA
## 311               NA                                      NA
## 312               NA                                      NA
## 313               NA                                      NA
## 314               NA                                      NA
## 315            19.37                                2574.532
## 316               NA                                      NA
## 317               NA                                      NA
## 318               NA                                      NA
## 319               NA                                      NA
## 320               NA                                      NA
## 321               NA                                      NA
## 322            18.17                                2604.941
## 323               NA                                      NA
## 324               NA                                      NA
## 325               NA                                      NA
## 326               NA                                      NA
## 327               NA                                      NA
## 328               NA                                      NA
## 329            16.97                                2633.512
## 330               NA                                      NA
## 331               NA                                      NA
## 332               NA                                      NA
## 333               NA                                      NA
## 334               NA                                      NA
## 335               NA                                      NA
## 336            17.78                                2663.601
## 337               NA                                      NA
## 338               NA                                      NA
## 339               NA                                      NA
## 340               NA                                      NA
## 341               NA                                      NA
## 342               NA                                      NA
## 343            15.35                                2689.936
## 344               NA                                      NA
## 345               NA                                      NA
## 346               NA                                      NA
## 347               NA                                      NA
## 348               NA                                      NA
## 349               NA                                      NA
## 350            16.86                                2718.860
## 351               NA                                      NA
## 352               NA                                      NA
## 353               NA                                      NA
## 354               NA                                      NA
## 355               NA                                      NA
## 356               NA                                      NA
## 357            19.60                                2752.754
## 358               NA                                      NA
## 359               NA                                      NA
## 360               NA                                      NA
## 361               NA                                      NA
## 362               NA                                      NA
## 363               NA                                      NA
## 364            20.16                                2788.324
## 365               NA                                      NA
## 366               NA                                      NA
## 367               NA                                      NA
## 368               NA                                      NA
## 369               NA                                      NA
## 370               NA                                      NA
## 371            18.00                                2820.285
## 372               NA                                      NA
## 373               NA                                      NA
## 374               NA                                      NA
## 375               NA                                      NA
## 376               NA                                      NA
## 377               NA                                      NA
## 378            17.77                                2852.237
## 379               NA                                      NA
## 380               NA                                      NA
## 381               NA                                      NA
## 382               NA                                      NA
## 383               NA                                      NA
## 384               NA                                      NA
## 385            19.95                                2888.402
## 386               NA                                      NA
## 387               NA                                      NA
## 388               NA                                      NA
## 389               NA                                      NA
## 390               NA                                      NA
## 391               NA                                      NA
## 392            19.19                                2925.483
## 393               NA                                      NA
## 394               NA                                      NA
## 395               NA                                      NA
## 396               NA                                      NA
## 397               NA                                      NA
## 398               NA                                      NA
## 399            25.40                                2974.826
## 400               NA                                      NA
## 401               NA                                      NA
## 402               NA                                      NA
## 403               NA                                      NA
## 404               NA                                      NA
## 405               NA                                      NA
## 406            28.49                                3028.866
## 407               NA                                      NA
## 408               NA                                      NA
## 409               NA                                      NA
## 410               NA                                      NA
## 411               NA                                      NA
## 412               NA                                      NA
## 413            27.57                                3080.447
## 414               NA                                      NA
## 415               NA                                      NA
## 416               NA                                      NA
## 417               NA                                      NA
## 418               NA                                      NA
## 419               NA                                      NA
## 420            19.16                                3116.098
## 421               NA                                      NA
## 422               NA                                      NA
## 423               NA                                      NA
## 424               NA                                      NA
## 425               NA                                      NA
## 426               NA                                      NA
## 427               NA                                      NA
## 428               NA                                      NA
## 429               NA                                      NA
## 430               NA                                      NA
## 431               NA                                      NA
## 432               NA                                      NA
## 433               NA                                      NA
## 434               NA                                      NA
## 435               NA                                      NA
## 436               NA                                      NA
## 437               NA                                      NA
## 438               NA                                      NA
## 439               NA                                      NA
## 440               NA                                      NA
## 441               NA                                      NA
## 442               NA                                      NA
## 443               NA                                      NA
## 444               NA                                      NA
## 445               NA                                      NA
## 446               NA                                      NA
## 447               NA                                      NA
## 448               NA                                      NA
## 449               NA                                      NA
## 450               NA                                      NA
## 451               NA                                      NA
## 452               NA                                      NA
## 453               NA                                      NA
## 454               NA                                      NA
## 455               NA                                      NA
## 456               NA                                      NA
## 457               NA                                      NA
## 458               NA                                      NA
## 459               NA                                      NA
## 460               NA                                      NA
df_1 = inner_join(sp500, covid_US, by = "Date")
df_2 = inner_join(TOPIX, covid_JPN, by = "Date")
df_3 = inner_join(ASX200, covid_AUS, by = "Date")
df_4 = inner_join(NSEI, covid_IND, by = "Date")
df_5 = inner_join(SSEC, covid_CHN, by = "Date")

covid_joined <- rbind(df_1, df_2, df_3, df_4, df_5)

covid_joined$Date <- ymd(covid_joined$Date)
covid_joined$Price <- as.numeric(gsub(",","",covid_joined$Price))
covid_joined$Open <- as.numeric(gsub(",","",covid_joined$Open))
covid_joined$High <- as.numeric(gsub(",","",covid_joined$High))
covid_joined$Low <- as.numeric(gsub(",","",covid_joined$Low))
covid_joined$Change.. <- as.numeric(gsub("%","",covid_joined$Change..))

# example analysis for US
US_data = covid_joined[covid_joined$location == "United States",]
plot(US_data$Price ~ US_data$Date)

2 Question 1 - intial data visualisation

3 First visualisation - visualising distribution of gains and losses amoung different years

covid_joined <- covid_joined %>% 
  filter(Date >= "2020-03-11") %>%
  mutate(Year_category = case_when( 
    Date >= "2020-03-11" & Date < "2021-01-01" ~ "1st year", 
    Date >= "2021-01-01" & Date < "2022-01-01" ~ "2nd year", 
    Date >= "2022-01-01" & Date < "2023-01-01" ~ "3rd year (ongoing)"))

# not using the ggplot but leaving it here in case, instead using the plotly becuase it is interactive

#ggplot(covid_joined, aes(x=Change.., y = location, fill = Year_category)) + geom_boxplot(outlier.colour="black",
#             outlier.size=0.3, notch=TRUE) + theme_clean() + labs(y = "country", x = "Distribution of daily #gains/losses (%)") + 
#ggtitle("Distrubtion of daily gains/losses during the years of the pandemic") 

fig <- plot_ly(covid_joined, x = ~Change.., y = ~location, color = ~Year_category, type = "box") %>% layout(boxmode = "group", title = 'Distribution of gains and losses over the pandemic',
         xaxis = list(showgrid = TRUE),
         yaxis = list(showgrid = TRUE))

4 evolution of countries through the pandemic (not finisihed)

head(covid_joined)

# Asset tickers

tickers = c("SPY")

price_data <- tq_get(tickers,
                     from = '2017-12-27',
                     to = '2021-12-27',
                     get = 'stock.prices')

price_data

ret_data <- price_data %>%
  group_by(symbol) %>%
  tq_transmute(select = adjusted,
               mutate_fun = periodReturn,
               period = "daily",
               col_rename = "ret")


port_ret_tidyquant <- ret_data %>%
  tq_portfolio(assets_col = symbol,
               returns_col = ret,
               col_rename = 'port_ret',
               geometric = FALSE)



covid_joined$Change.. <- as.numeric(gsub("%","",covid_joined$Change..))



sp500$cr <- (as.numeric(gsub("%","",sp500$Change..))/100) %>% mutate(cr = cumprod(1 + sp500$cr))

port_cumulative_ret_tidyquant

plot(port_cumulative_ret_tidyquant$port_ret~port_cumulative_ret_tidyquant$date)

port_ret_tidyquant <- ret_data %>%
  tq_portfolio(assets_col = symbol,
               returns_col = ret,
               weights = wts,
               col_rename = 'port_ret',
               geometric = FALSE)

port_cumulative_ret_tidyquant <- port_ret_tidyquant %>%
  mutate(cr = cumprod(1 + port_ret))

5 not finished

library(tidyquant)

# Asset tickers

tickers = c('BND', 'VB', 'VEA', 'VOO', 'VWO')

# Asset weights

wts = c(0.1,0.2,0.25,0.25,0.2)

price_data <- tq_get(tickers,
                     from = '2013-01-01',
                     to = '2018-03-01',
                     get = 'stock.prices')

ret_data <- price_data %>%
  group_by(symbol) %>%
  tq_transmute(select = adjusted,
               mutate_fun = periodReturn,
               period = "daily",
               col_rename = "ret")

port_ret_tidyquant <- ret_data %>%
  tq_portfolio(assets_col = symbol,
               returns_col = ret,
               weights = wts,
               col_rename = 'port_ret',
               geometric = FALSE)

ret_data <- price_data %>%
  group_by(symbol) %>%
  tq_transmute(select = adjusted,
               mutate_fun = periodReturn,
               period = "daily",
               col_rename = "ret")

wts_tbl <- tibble(symbol = tickers,
                  wts = wts)
ret_data <- left_join(ret_data,wts_tbl, by = 'symbol')

ret_data <- ret_data %>%
  mutate(wt_return = wts * ret)

port_ret <- ret_data %>%
  group_by(date) %>%
  summarise(port_ret = sum(wt_return))

port_cumulative_ret <- port_ret %>%
  mutate(cr = cumprod(1 + port_ret))

port_cumulative_ret_tidyquant <- port_ret %>%
  mutate(cr = cumprod(1 + port_ret))


port_ret_tidyquant
port_ret
covid_joined %>% 
  ggplot(aes(total_cases, total_stock, size=pop, colour = country)) +
  geom_point(alpha = 0.5, show.legend = TRUE) +
  scale_size(range = c(2,12)) +
  # Here comes the gganimate specific bits
  labs(title = 'Year: {frame_time}', x = 'GDP per capita in USD', y = 'Life Expectancy') +
  transition_time(year) +
  shadow_wake(.3)+
  ease_aes('linear')

6 CLEANING AND (OLD JOIN CODE) (not going to use but will leave it because i think some of the code currently depends on it, will fix in the meeting together)

covid = read.csv("owid-covid-data.csv")
ASX200 = read.csv("S&P_ASX 200 Historical Data.csv", fileEncoding = 'UTF-8-BOM') # This is for Australia

7 data clean

#Dropping NA
covid_clean = covid %>% drop_na(new_cases, new_cases_smoothed, new_vaccinations, new_vaccinations_smoothed, new_vaccinations_smoothed_per_million, population, population_density, median_age, extreme_poverty, total_vaccinations, hospital_beds_per_thousand, human_development_index, new_deaths, new_tests, weekly_icu_admissions_per_million, weekly_icu_admissions)

#This code changes the negative case values in the data set to zero
covid_clean$new_cases[covid_clean$new_cases < 0] <- 0
#Dropping NA
covid_AUS <- covid %>% filter(location == "Australia")
covid_clean_AUS = covid_AUS %>% drop_na(new_cases, new_cases_smoothed, new_vaccinations, new_vaccinations_smoothed, new_vaccinations_smoothed_per_million, population, population_density, median_age, extreme_poverty, total_vaccinations, hospital_beds_per_thousand, human_development_index, new_deaths, new_tests, total_tests, total_cases)

#This code changes the negative case values in the data set to zero
covid_clean_AUS$new_cases[covid_clean_AUS$new_cases < 0] <- 0

#glimpse(covid_clean)
#covid_clean$date = as.Date(covid_clean$date)
#max(covid_clean$date)
#unique(covid_clean$location)

8 the old join

covid2 <- covid_clean_AUS

ASX200$date = mdy(ASX200$Date)

covid2$date = ymd(covid2$date)

covid2 <- covid2 %>%
  transform(covid2, date = as.character(date)) %>% 
  select(date, new_cases, new_deaths, location, new_vaccinations, new_tests, population, population_density, total_tests, total_vaccinations, total_cases)

ASX200$date <- as.character(ASX200$date)

ASX200$date <- as.character(ASX200$date)

covid_AUS <- covid2 %>% filter(location == "Australia")

df_3 = inner_join(ASX200, covid_AUS, by = "date")

df_3 = inner_join(ASX200, covid_AUS, by = "date")

df_aus <- df_3

df_aus$date = as.Date(df_aus$date)

df_aus$Price = as.numeric(gsub(",","",df_aus$Price))

9 Q2

df_aus = df_aus[order(as.Date(df_aus$date, format="%d/%m/%Y")),]

colnames(df_aus)[7] = 'Change'

#write.csv(df_aus,"df_aus.csv")
df_aus$Price_mul30 = df_aus$Price*30
p1 = ggplot(data = df_aus) + geom_line(aes(x=date, y = new_cases), color = "red") + geom_line(aes(x=date, y = new_vaccinations), color = "light green") + geom_line(aes(x=date, y = new_tests), color = "light blue") +
  geom_line(aes(x=date, y = Price_mul30), color = "blue") + theme_bw()

df_aus$Price_mul30 = df_aus$Price*30
p1 = ggplot(data = df_aus) + geom_line(aes(x=date, y = new_cases), color = "red") + geom_line(aes(x=date, y = new_vaccinations), color = "light green") + geom_line(aes(x=date, y = new_tests), color = "light blue")+ theme_bw()
ggplotly(p1)
#autoplot(M0, which = 1:2)
#autoplot(M1, which = 1:2)
#autoplot(M2, which = 1:2)
M = lm(Price ~ polym(new_tests, new_vaccinations, degree=2, raw=TRUE), data=df_aus)
summary(M)
## 
## Call:
## lm(formula = Price ~ polym(new_tests, new_vaccinations, degree = 2, 
##     raw = TRUE), data = df_aus)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -484.56  -59.44    7.11   68.74  320.66 
## 
## Coefficients:
##                                                                 Estimate
## (Intercept)                                                    6.652e+03
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.0  2.773e-03
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)2.0 -2.754e-09
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.1  3.958e-03
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.1 -2.408e-09
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.2 -8.281e-09
##                                                               Std. Error
## (Intercept)                                                    2.498e+01
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.0  4.246e-04
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)2.0  1.455e-09
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.1  3.417e-04
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.1  1.588e-09
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.2  9.333e-10
##                                                               t value Pr(>|t|)
## (Intercept)                                                   266.296  < 2e-16
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.0   6.531 3.45e-10
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)2.0  -1.892   0.0596
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.1  11.585  < 2e-16
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.1  -1.516   0.1307
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.2  -8.873  < 2e-16
##                                                                  
## (Intercept)                                                   ***
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.0 ***
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)2.0 .  
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.1 ***
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)1.1    
## polym(new_tests, new_vaccinations, degree = 2, raw = TRUE)0.2 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 110.5 on 258 degrees of freedom
## Multiple R-squared:  0.7688, Adjusted R-squared:  0.7643 
## F-statistic: 171.5 on 5 and 258 DF,  p-value: < 2.2e-16
ggplot(data = df_aus) + geom_point(aes(x = new_tests, y = Price), color = "light blue") +
  geom_point(aes(x = new_vaccinations, y = Price), color = "light green") +
  ggtitle("Prices of stocks against new tests and new_vaccinations") + ylab("Price") +theme_classic()

  • The behaviour of a dependent variable is explained by a linear, or curvilinear, additive relationship between the dependent variable and a set of k independent variables (xi, i=1 to k).
  • The relationship between the dependent variable and any independent variable is linear or curvilinear.
  • The independent variables do no depend on each other too.
  • The errors are independent, normally distributed with mean zero and a constant variance.

9.1 Rolling correlation

  • (part of question 2 done by maxim) BTW THIS CODE IS REALLY MESSY :)
mySymbols <- c('AMZN', '^GSPC','NFLX','MSFT','GOOG','NVAX','DIS','WMT','COST','V','FB','AXP','CMCSA','PFE','MRNA')
myStocks <-lapply(mySymbols, function(x) {getSymbols(x, src = "yahoo", 
                                                     from = "2020-01-01", 
                                                     to = "2022-04-04",
                                                     periodicity = "daily",
                                                     auto.assign=FALSE)} )
## 'getSymbols' currently uses auto.assign=TRUE by default, but will
## use auto.assign=FALSE in 0.5-0. You will still be able to use
## 'loadSymbols' to automatically load data. getOption("getSymbols.env")
## and getOption("getSymbols.auto.assign") will still be checked for
## alternate defaults.
## 
## This message is shown once per session and may be disabled by setting 
## options("getSymbols.warning4.0"=FALSE). See ?getSymbols for details.
closePrices <- lapply(myStocks, Cl)
closePrices <- as.data.frame(do.call(merge, closePrices))
closePrices <- na.omit(log(closePrices/lag(closePrices)))
closePrices <- rownames_to_column(closePrices, "Date")

date <- closePrices["Date"]
date
##           Date
## 1   2020-01-03
## 2   2020-01-06
## 3   2020-01-07
## 4   2020-01-08
## 5   2020-01-09
## 6   2020-01-10
## 7   2020-01-13
## 8   2020-01-14
## 9   2020-01-15
## 10  2020-01-16
## 11  2020-01-17
## 12  2020-01-21
## 13  2020-01-22
## 14  2020-01-23
## 15  2020-01-24
## 16  2020-01-27
## 17  2020-01-28
## 18  2020-01-29
## 19  2020-01-30
## 20  2020-01-31
## 21  2020-02-03
## 22  2020-02-04
## 23  2020-02-05
## 24  2020-02-06
## 25  2020-02-07
## 26  2020-02-10
## 27  2020-02-11
## 28  2020-02-12
## 29  2020-02-13
## 30  2020-02-14
## 31  2020-02-18
## 32  2020-02-19
## 33  2020-02-20
## 34  2020-02-21
## 35  2020-02-24
## 36  2020-02-25
## 37  2020-02-26
## 38  2020-02-27
## 39  2020-02-28
## 40  2020-03-02
## 41  2020-03-03
## 42  2020-03-04
## 43  2020-03-05
## 44  2020-03-06
## 45  2020-03-09
## 46  2020-03-10
## 47  2020-03-11
## 48  2020-03-12
## 49  2020-03-13
## 50  2020-03-16
## 51  2020-03-17
## 52  2020-03-18
## 53  2020-03-19
## 54  2020-03-20
## 55  2020-03-23
## 56  2020-03-24
## 57  2020-03-25
## 58  2020-03-26
## 59  2020-03-27
## 60  2020-03-30
## 61  2020-03-31
## 62  2020-04-01
## 63  2020-04-02
## 64  2020-04-03
## 65  2020-04-06
## 66  2020-04-07
## 67  2020-04-08
## 68  2020-04-09
## 69  2020-04-13
## 70  2020-04-14
## 71  2020-04-15
## 72  2020-04-16
## 73  2020-04-17
## 74  2020-04-20
## 75  2020-04-21
## 76  2020-04-22
## 77  2020-04-23
## 78  2020-04-24
## 79  2020-04-27
## 80  2020-04-28
## 81  2020-04-29
## 82  2020-04-30
## 83  2020-05-01
## 84  2020-05-04
## 85  2020-05-05
## 86  2020-05-06
## 87  2020-05-07
## 88  2020-05-08
## 89  2020-05-11
## 90  2020-05-12
## 91  2020-05-13
## 92  2020-05-14
## 93  2020-05-15
## 94  2020-05-18
## 95  2020-05-19
## 96  2020-05-20
## 97  2020-05-21
## 98  2020-05-22
## 99  2020-05-26
## 100 2020-05-27
## 101 2020-05-28
## 102 2020-05-29
## 103 2020-06-01
## 104 2020-06-02
## 105 2020-06-03
## 106 2020-06-04
## 107 2020-06-05
## 108 2020-06-08
## 109 2020-06-09
## 110 2020-06-10
## 111 2020-06-11
## 112 2020-06-12
## 113 2020-06-15
## 114 2020-06-16
## 115 2020-06-17
## 116 2020-06-18
## 117 2020-06-19
## 118 2020-06-22
## 119 2020-06-23
## 120 2020-06-24
## 121 2020-06-25
## 122 2020-06-26
## 123 2020-06-29
## 124 2020-06-30
## 125 2020-07-01
## 126 2020-07-02
## 127 2020-07-06
## 128 2020-07-07
## 129 2020-07-08
## 130 2020-07-09
## 131 2020-07-10
## 132 2020-07-13
## 133 2020-07-14
## 134 2020-07-15
## 135 2020-07-16
## 136 2020-07-17
## 137 2020-07-20
## 138 2020-07-21
## 139 2020-07-22
## 140 2020-07-23
## 141 2020-07-24
## 142 2020-07-27
## 143 2020-07-28
## 144 2020-07-29
## 145 2020-07-30
## 146 2020-07-31
## 147 2020-08-03
## 148 2020-08-04
## 149 2020-08-05
## 150 2020-08-06
## 151 2020-08-07
## 152 2020-08-10
## 153 2020-08-11
## 154 2020-08-12
## 155 2020-08-13
## 156 2020-08-14
## 157 2020-08-17
## 158 2020-08-18
## 159 2020-08-19
## 160 2020-08-20
## 161 2020-08-21
## 162 2020-08-24
## 163 2020-08-25
## 164 2020-08-26
## 165 2020-08-27
## 166 2020-08-28
## 167 2020-08-31
## 168 2020-09-01
## 169 2020-09-02
## 170 2020-09-03
## 171 2020-09-04
## 172 2020-09-08
## 173 2020-09-09
## 174 2020-09-10
## 175 2020-09-11
## 176 2020-09-14
## 177 2020-09-15
## 178 2020-09-16
## 179 2020-09-17
## 180 2020-09-18
## 181 2020-09-21
## 182 2020-09-22
## 183 2020-09-23
## 184 2020-09-24
## 185 2020-09-25
## 186 2020-09-28
## 187 2020-09-29
## 188 2020-09-30
## 189 2020-10-01
## 190 2020-10-02
## 191 2020-10-05
## 192 2020-10-06
## 193 2020-10-07
## 194 2020-10-08
## 195 2020-10-09
## 196 2020-10-12
## 197 2020-10-13
## 198 2020-10-14
## 199 2020-10-15
## 200 2020-10-16
## 201 2020-10-19
## 202 2020-10-20
## 203 2020-10-21
## 204 2020-10-22
## 205 2020-10-23
## 206 2020-10-26
## 207 2020-10-27
## 208 2020-10-28
## 209 2020-10-29
## 210 2020-10-30
## 211 2020-11-02
## 212 2020-11-03
## 213 2020-11-04
## 214 2020-11-05
## 215 2020-11-06
## 216 2020-11-09
## 217 2020-11-10
## 218 2020-11-11
## 219 2020-11-12
## 220 2020-11-13
## 221 2020-11-16
## 222 2020-11-17
## 223 2020-11-18
## 224 2020-11-19
## 225 2020-11-20
## 226 2020-11-23
## 227 2020-11-24
## 228 2020-11-25
## 229 2020-11-27
## 230 2020-11-30
## 231 2020-12-01
## 232 2020-12-02
## 233 2020-12-03
## 234 2020-12-04
## 235 2020-12-07
## 236 2020-12-08
## 237 2020-12-09
## 238 2020-12-10
## 239 2020-12-11
## 240 2020-12-14
## 241 2020-12-15
## 242 2020-12-16
## 243 2020-12-17
## 244 2020-12-18
## 245 2020-12-21
## 246 2020-12-22
## 247 2020-12-23
## 248 2020-12-24
## 249 2020-12-28
## 250 2020-12-29
## 251 2020-12-30
## 252 2020-12-31
## 253 2021-01-04
## 254 2021-01-05
## 255 2021-01-06
## 256 2021-01-07
## 257 2021-01-08
## 258 2021-01-11
## 259 2021-01-12
## 260 2021-01-13
## 261 2021-01-14
## 262 2021-01-15
## 263 2021-01-19
## 264 2021-01-20
## 265 2021-01-21
## 266 2021-01-22
## 267 2021-01-25
## 268 2021-01-26
## 269 2021-01-27
## 270 2021-01-28
## 271 2021-01-29
## 272 2021-02-01
## 273 2021-02-02
## 274 2021-02-03
## 275 2021-02-04
## 276 2021-02-05
## 277 2021-02-08
## 278 2021-02-09
## 279 2021-02-10
## 280 2021-02-11
## 281 2021-02-12
## 282 2021-02-16
## 283 2021-02-17
## 284 2021-02-18
## 285 2021-02-19
## 286 2021-02-22
## 287 2021-02-23
## 288 2021-02-24
## 289 2021-02-25
## 290 2021-02-26
## 291 2021-03-01
## 292 2021-03-02
## 293 2021-03-03
## 294 2021-03-04
## 295 2021-03-05
## 296 2021-03-08
## 297 2021-03-09
## 298 2021-03-10
## 299 2021-03-11
## 300 2021-03-12
## 301 2021-03-15
## 302 2021-03-16
## 303 2021-03-17
## 304 2021-03-18
## 305 2021-03-19
## 306 2021-03-22
## 307 2021-03-23
## 308 2021-03-24
## 309 2021-03-25
## 310 2021-03-26
## 311 2021-03-29
## 312 2021-03-30
## 313 2021-03-31
## 314 2021-04-01
## 315 2021-04-05
## 316 2021-04-06
## 317 2021-04-07
## 318 2021-04-08
## 319 2021-04-09
## 320 2021-04-12
## 321 2021-04-13
## 322 2021-04-14
## 323 2021-04-15
## 324 2021-04-16
## 325 2021-04-19
## 326 2021-04-20
## 327 2021-04-21
## 328 2021-04-22
## 329 2021-04-23
## 330 2021-04-26
## 331 2021-04-27
## 332 2021-04-28
## 333 2021-04-29
## 334 2021-04-30
## 335 2021-05-03
## 336 2021-05-04
## 337 2021-05-05
## 338 2021-05-06
## 339 2021-05-07
## 340 2021-05-10
## 341 2021-05-11
## 342 2021-05-12
## 343 2021-05-13
## 344 2021-05-14
## 345 2021-05-17
## 346 2021-05-18
## 347 2021-05-19
## 348 2021-05-20
## 349 2021-05-21
## 350 2021-05-24
## 351 2021-05-25
## 352 2021-05-26
## 353 2021-05-27
## 354 2021-05-28
## 355 2021-06-01
## 356 2021-06-02
## 357 2021-06-03
## 358 2021-06-04
## 359 2021-06-07
## 360 2021-06-08
## 361 2021-06-09
## 362 2021-06-10
## 363 2021-06-11
## 364 2021-06-14
## 365 2021-06-15
## 366 2021-06-16
## 367 2021-06-17
## 368 2021-06-18
## 369 2021-06-21
## 370 2021-06-22
## 371 2021-06-23
## 372 2021-06-24
## 373 2021-06-25
## 374 2021-06-28
## 375 2021-06-29
## 376 2021-06-30
## 377 2021-07-01
## 378 2021-07-02
## 379 2021-07-06
## 380 2021-07-07
## 381 2021-07-08
## 382 2021-07-09
## 383 2021-07-12
## 384 2021-07-13
## 385 2021-07-14
## 386 2021-07-15
## 387 2021-07-16
## 388 2021-07-19
## 389 2021-07-20
## 390 2021-07-21
## 391 2021-07-22
## 392 2021-07-23
## 393 2021-07-26
## 394 2021-07-27
## 395 2021-07-28
## 396 2021-07-29
## 397 2021-07-30
## 398 2021-08-02
## 399 2021-08-03
## 400 2021-08-04
## 401 2021-08-05
## 402 2021-08-06
## 403 2021-08-09
## 404 2021-08-10
## 405 2021-08-11
## 406 2021-08-12
## 407 2021-08-13
## 408 2021-08-16
## 409 2021-08-17
## 410 2021-08-18
## 411 2021-08-19
## 412 2021-08-20
## 413 2021-08-23
## 414 2021-08-24
## 415 2021-08-25
## 416 2021-08-26
## 417 2021-08-27
## 418 2021-08-30
## 419 2021-08-31
## 420 2021-09-01
## 421 2021-09-02
## 422 2021-09-03
## 423 2021-09-07
## 424 2021-09-08
## 425 2021-09-09
## 426 2021-09-10
## 427 2021-09-13
## 428 2021-09-14
## 429 2021-09-15
## 430 2021-09-16
## 431 2021-09-17
## 432 2021-09-20
## 433 2021-09-21
## 434 2021-09-22
## 435 2021-09-23
## 436 2021-09-24
## 437 2021-09-27
## 438 2021-09-28
## 439 2021-09-29
## 440 2021-09-30
## 441 2021-10-01
## 442 2021-10-04
## 443 2021-10-05
## 444 2021-10-06
## 445 2021-10-07
## 446 2021-10-08
## 447 2021-10-11
## 448 2021-10-12
## 449 2021-10-13
## 450 2021-10-14
## 451 2021-10-15
## 452 2021-10-18
## 453 2021-10-19
## 454 2021-10-20
## 455 2021-10-21
## 456 2021-10-22
## 457 2021-10-25
## 458 2021-10-26
## 459 2021-10-27
## 460 2021-10-28
## 461 2021-10-29
## 462 2021-11-01
## 463 2021-11-02
## 464 2021-11-03
## 465 2021-11-04
## 466 2021-11-05
## 467 2021-11-08
## 468 2021-11-09
## 469 2021-11-10
## 470 2021-11-11
## 471 2021-11-12
## 472 2021-11-15
## 473 2021-11-16
## 474 2021-11-17
## 475 2021-11-18
## 476 2021-11-19
## 477 2021-11-22
## 478 2021-11-23
## 479 2021-11-24
## 480 2021-11-26
## 481 2021-11-29
## 482 2021-11-30
## 483 2021-12-01
## 484 2021-12-02
## 485 2021-12-03
## 486 2021-12-06
## 487 2021-12-07
## 488 2021-12-08
## 489 2021-12-09
## 490 2021-12-10
## 491 2021-12-13
## 492 2021-12-14
## 493 2021-12-15
## 494 2021-12-16
## 495 2021-12-17
## 496 2021-12-20
## 497 2021-12-21
## 498 2021-12-22
## 499 2021-12-23
## 500 2021-12-27
## 501 2021-12-28
## 502 2021-12-29
## 503 2021-12-30
## 504 2021-12-31
## 505 2022-01-03
## 506 2022-01-04
## 507 2022-01-05
## 508 2022-01-06
## 509 2022-01-07
## 510 2022-01-10
## 511 2022-01-11
## 512 2022-01-12
## 513 2022-01-13
## 514 2022-01-14
## 515 2022-01-18
## 516 2022-01-19
## 517 2022-01-20
## 518 2022-01-21
## 519 2022-01-24
## 520 2022-01-25
## 521 2022-01-26
## 522 2022-01-27
## 523 2022-01-28
## 524 2022-01-31
## 525 2022-02-01
## 526 2022-02-02
## 527 2022-02-03
## 528 2022-02-04
## 529 2022-02-07
## 530 2022-02-08
## 531 2022-02-09
## 532 2022-02-10
## 533 2022-02-11
## 534 2022-02-14
## 535 2022-02-15
## 536 2022-02-16
## 537 2022-02-17
## 538 2022-02-18
## 539 2022-02-22
## 540 2022-02-23
## 541 2022-02-24
## 542 2022-02-25
## 543 2022-02-28
## 544 2022-03-01
## 545 2022-03-02
## 546 2022-03-03
## 547 2022-03-04
## 548 2022-03-07
## 549 2022-03-08
## 550 2022-03-09
## 551 2022-03-10
## 552 2022-03-11
## 553 2022-03-14
## 554 2022-03-15
## 555 2022-03-16
## 556 2022-03-17
## 557 2022-03-18
## 558 2022-03-21
## 559 2022-03-22
## 560 2022-03-23
## 561 2022-03-24
## 562 2022-03-25
## 563 2022-03-28
## 564 2022-03-29
## 565 2022-03-30
## 566 2022-03-31
## 567 2022-04-01
# will need to probably write a function for this later as at the moment i am just hard coding this

corr_AMZN <- as.data.frame(roll_cor(closePrices$AMZN.Close, closePrices$GSPC.Close, width = 150)) %>% cbind(date) %>% na.omit
corr_NFLX <- as.data.frame(roll_cor(closePrices$NFLX.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_MSFT <- as.data.frame(roll_cor(closePrices$MSFT.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_GOOG <- as.data.frame(roll_cor(closePrices$GOOG.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_NVAX <- as.data.frame(roll_cor(closePrices$NVAX.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_DIS <- as.data.frame(roll_cor(closePrices$DIS.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_WMT <- as.data.frame(roll_cor(closePrices$WMT.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_COST <- as.data.frame(roll_cor(closePrices$COST.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_V <- as.data.frame(roll_cor(closePrices$V.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_FB <- as.data.frame(roll_cor(closePrices$FB.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_AXP <- as.data.frame(roll_cor(closePrices$AXP.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_CMCSA <- as.data.frame(roll_cor(closePrices$CMCSA.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_PFE <- as.data.frame(roll_cor(closePrices$PFE.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit
corr_MRNA <- as.data.frame(roll_cor(closePrices$MRNA.Close, closePrices$GSPC.Close, width = 150))%>% cbind(date) %>% na.omit

corr_AMZN$symbol <- "AMZN"
corr_NFLX$symbol <- "NFLX"
corr_GOOG$symbol <- "GOOG"
corr_NVAX$symbol <- "NVAX"
corr_V$symbol <- "VISA"
corr_FB$symbol <- "FB"
corr_MSFT$symbol <- "MSFT"
corr_PFE$symbol <- "PFE"
corr_MRNA$symbol <- "MRNA"

colnames(corr_AMZN)[1] = "corr"
colnames(corr_NFLX)[1] = "corr"
colnames(corr_MSFT)[1] = "corr"
colnames(corr_GOOG)[1] = "corr"
colnames(corr_NVAX)[1] = "corr"
colnames(corr_DIS)[1] = "corr"
colnames(corr_WMT)[1] = "corr"
colnames(corr_COST)[1] = "corr"
colnames(corr_V)[1] = "corr"
colnames(corr_FB)[1] = "corr"
colnames(corr_AXP)[1] = "corr"
colnames(corr_CMCSA)[1] = "corr"
colnames(corr_PFE)[1] = "corr"
colnames(corr_MRNA)[1] = "corr"

corr_joined = rbind(corr_AMZN, corr_NFLX, corr_GOOG, corr_NVAX, corr_V, corr_FB, corr_MSFT, corr_PFE, corr_MRNA)

corr_joined$Date <- as.Date(corr_joined$Date)
corr_joined
##               corr       Date symbol
## 150   0.6333700983 2020-08-06   AMZN
## 151   0.6316232034 2020-08-07   AMZN
## 152   0.6311623562 2020-08-10   AMZN
## 153   0.6309524615 2020-08-11   AMZN
## 154   0.6327260279 2020-08-12   AMZN
## 155   0.6327890412 2020-08-13   AMZN
## 156   0.6328102398 2020-08-14   AMZN
## 157   0.6328748022 2020-08-17   AMZN
## 158   0.6298842901 2020-08-18   AMZN
## 159   0.6298043849 2020-08-19   AMZN
## 160   0.6297092490 2020-08-20   AMZN
## 161   0.6300500623 2020-08-21   AMZN
## 162   0.6307165913 2020-08-24   AMZN
## 163   0.6308647766 2020-08-25   AMZN
## 164   0.6311755619 2020-08-26   AMZN
## 165   0.6297547551 2020-08-27   AMZN
## 166   0.6282310986 2020-08-28   AMZN
## 167   0.6273012354 2020-08-31   AMZN
## 168   0.6275112375 2020-09-01   AMZN
## 169   0.6274833336 2020-09-02   AMZN
## 170   0.6605843463 2020-09-03   AMZN
## 171   0.6609189428 2020-09-04   AMZN
## 172   0.6630539533 2020-09-08   AMZN
## 173   0.6658610385 2020-09-09   AMZN
## 174   0.6669177197 2020-09-10   AMZN
## 175   0.6663859936 2020-09-11   AMZN
## 176   0.6652705137 2020-09-14   AMZN
## 177   0.6652317112 2020-09-15   AMZN
## 178   0.6639689209 2020-09-16   AMZN
## 179   0.6637816217 2020-09-17   AMZN
## 180   0.6646533041 2020-09-18   AMZN
## 181   0.6646830096 2020-09-21   AMZN
## 182   0.6606857257 2020-09-22   AMZN
## 183   0.6626342079 2020-09-23   AMZN
## 184   0.6628411333 2020-09-24   AMZN
## 185   0.6594458139 2020-09-25   AMZN
## 186   0.6585777152 2020-09-28   AMZN
## 187   0.6586945652 2020-09-29   AMZN
## 188   0.6507727515 2020-09-30   AMZN
## 189   0.6503337799 2020-10-01   AMZN
## 190   0.6452478851 2020-10-02   AMZN
## 191   0.6437822891 2020-10-05   AMZN
## 192   0.6402457848 2020-10-06   AMZN
## 193   0.6379442153 2020-10-07   AMZN
## 194   0.6364152621 2020-10-08   AMZN
## 195   0.6207212871 2020-10-09   AMZN
## 196   0.6126867057 2020-10-12   AMZN
## 197   0.6042896560 2020-10-13   AMZN
## 198   0.5652290329 2020-10-14   AMZN
## 199   0.5423572561 2020-10-15   AMZN
## 200   0.5186713321 2020-10-16   AMZN
## 201   0.4964001055 2020-10-19   AMZN
## 202   0.5184902983 2020-10-20   AMZN
## 203   0.5197183320 2020-10-21   AMZN
## 204   0.5160043295 2020-10-22   AMZN
## 205   0.5378925152 2020-10-23   AMZN
## 206   0.5609715977 2020-10-26   AMZN
## 207   0.5667103732 2020-10-27   AMZN
## 208   0.5728080586 2020-10-28   AMZN
## 209   0.5662291826 2020-10-29   AMZN
## 210   0.5611515963 2020-10-30   AMZN
## 211   0.5565569168 2020-11-02   AMZN
## 212   0.5554559412 2020-11-03   AMZN
## 213   0.5649072554 2020-11-04   AMZN
## 214   0.5672899125 2020-11-05   AMZN
## 215   0.5573983111 2020-11-06   AMZN
## 216   0.5367288086 2020-11-09   AMZN
## 217   0.5363950511 2020-11-10   AMZN
## 218   0.5390886279 2020-11-11   AMZN
## 219   0.5649743262 2020-11-12   AMZN
## 220   0.5518906219 2020-11-13   AMZN
## 221   0.5607822174 2020-11-16   AMZN
## 222   0.5627110247 2020-11-17   AMZN
## 223   0.5790582632 2020-11-18   AMZN
## 224   0.5858156460 2020-11-19   AMZN
## 225   0.5803398180 2020-11-20   AMZN
## 226   0.5794923654 2020-11-23   AMZN
## 227   0.5798575973 2020-11-24   AMZN
## 228   0.5779723983 2020-11-25   AMZN
## 229   0.5854791483 2020-11-27   AMZN
## 230   0.5852561733 2020-11-30   AMZN
## 231   0.5828990552 2020-12-01   AMZN
## 232   0.5996291837 2020-12-02   AMZN
## 233   0.5794283569 2020-12-03   AMZN
## 234   0.5766817997 2020-12-04   AMZN
## 235   0.5776541442 2020-12-07   AMZN
## 236   0.5817961775 2020-12-08   AMZN
## 237   0.5840534666 2020-12-09   AMZN
## 238   0.5858025985 2020-12-10   AMZN
## 239   0.5862818955 2020-12-11   AMZN
## 240   0.5793847131 2020-12-14   AMZN
## 241   0.5840236717 2020-12-15   AMZN
## 242   0.5818965896 2020-12-16   AMZN
## 243   0.5811796527 2020-12-17   AMZN
## 244   0.5896410670 2020-12-18   AMZN
## 245   0.5938210508 2020-12-21   AMZN
## 246   0.5913918992 2020-12-22   AMZN
## 247   0.5892140206 2020-12-23   AMZN
## 248   0.5890016561 2020-12-24   AMZN
## 249   0.5939454208 2020-12-28   AMZN
## 250   0.5974797358 2020-12-29   AMZN
## 251   0.5965842882 2020-12-30   AMZN
## 252   0.5941552937 2020-12-31   AMZN
## 253   0.5977727717 2021-01-04   AMZN
## 254   0.5991000713 2021-01-05   AMZN
## 255   0.5947858721 2021-01-06   AMZN
## 256   0.5937169550 2021-01-07   AMZN
## 257   0.5980113311 2021-01-08   AMZN
## 258   0.5980179895 2021-01-11   AMZN
## 259   0.6090037926 2021-01-12   AMZN
## 260   0.6131395366 2021-01-13   AMZN
## 261   0.6228486726 2021-01-14   AMZN
## 262   0.6280080579 2021-01-15   AMZN
## 263   0.6272762453 2021-01-19   AMZN
## 264   0.6308487054 2021-01-20   AMZN
## 265   0.6318180735 2021-01-21   AMZN
## 266   0.6321864276 2021-01-22   AMZN
## 267   0.6344762957 2021-01-25   AMZN
## 268   0.6326652228 2021-01-26   AMZN
## 269   0.6377758392 2021-01-27   AMZN
## 270   0.6421315685 2021-01-28   AMZN
## 271   0.6399503841 2021-01-29   AMZN
## 272   0.6433120717 2021-02-01   AMZN
## 273   0.6490436186 2021-02-02   AMZN
## 274   0.6435448166 2021-02-03   AMZN
## 275   0.6463647768 2021-02-04   AMZN
## 276   0.6464554299 2021-02-05   AMZN
## 277   0.6382822781 2021-02-08   AMZN
## 278   0.6360647592 2021-02-09   AMZN
## 279   0.6350976463 2021-02-10   AMZN
## 280   0.6473400824 2021-02-11   AMZN
## 281   0.6478111269 2021-02-12   AMZN
## 282   0.6446188398 2021-02-16   AMZN
## 283   0.6489009720 2021-02-17   AMZN
## 284   0.6573981991 2021-02-18   AMZN
## 285   0.6566636258 2021-02-19   AMZN
## 286   0.6602212644 2021-02-22   AMZN
## 287   0.6737515161 2021-02-23   AMZN
## 288   0.6695183041 2021-02-24   AMZN
## 289   0.6794781474 2021-02-25   AMZN
## 290   0.6715256587 2021-02-26   AMZN
## 291   0.6746115309 2021-03-01   AMZN
## 292   0.6753045600 2021-03-02   AMZN
## 293   0.6781515749 2021-03-03   AMZN
## 294   0.6769190857 2021-03-04   AMZN
## 295   0.6759162600 2021-03-05   AMZN
## 296   0.6776670292 2021-03-08   AMZN
## 297   0.6867396658 2021-03-09   AMZN
## 298   0.6858985999 2021-03-10   AMZN
## 299   0.6871055676 2021-03-11   AMZN
## 300   0.6865620731 2021-03-12   AMZN
## 301   0.6870830033 2021-03-15   AMZN
## 302   0.6871368625 2021-03-16   AMZN
## 303   0.6849529802 2021-03-17   AMZN
## 304   0.6869368742 2021-03-18   AMZN
## 305   0.6849705205 2021-03-19   AMZN
## 306   0.6856065188 2021-03-22   AMZN
## 307   0.6816606825 2021-03-23   AMZN
## 308   0.6899006067 2021-03-24   AMZN
## 309   0.6863405650 2021-03-25   AMZN
## 310   0.6829269918 2021-03-26   AMZN
## 311   0.6824177970 2021-03-29   AMZN
## 312   0.6824929286 2021-03-30   AMZN
## 313   0.6824461148 2021-03-31   AMZN
## 314   0.6829311174 2021-04-01   AMZN
## 315   0.6865443834 2021-04-05   AMZN
## 316   0.6869677327 2021-04-06   AMZN
## 317   0.6883243228 2021-04-07   AMZN
## 318   0.6876790663 2021-04-08   AMZN
## 319   0.6888584943 2021-04-09   AMZN
## 320   0.6742321628 2021-04-12   AMZN
## 321   0.6722685867 2021-04-13   AMZN
## 322   0.6589961617 2021-04-14   AMZN
## 323   0.6524488747 2021-04-15   AMZN
## 324   0.6461137472 2021-04-16   AMZN
## 325   0.6482598330 2021-04-19   AMZN
## 326   0.6540729105 2021-04-20   AMZN
## 327   0.6542063781 2021-04-21   AMZN
## 328   0.6555511078 2021-04-22   AMZN
## 329   0.6534454396 2021-04-23   AMZN
## 330   0.6486013133 2021-04-26   AMZN
## 331   0.6526937619 2021-04-27   AMZN
## 332   0.6536189491 2021-04-28   AMZN
## 333   0.6391977302 2021-04-29   AMZN
## 334   0.6380305101 2021-04-30   AMZN
## 335   0.6285001130 2021-05-03   AMZN
## 336   0.6257793846 2021-05-04   AMZN
## 337   0.6242769481 2021-05-05   AMZN
## 338   0.6260621702 2021-05-06   AMZN
## 339   0.6243506423 2021-05-07   AMZN
## 340   0.6249710859 2021-05-10   AMZN
## 341   0.6126651372 2021-05-11   AMZN
## 342   0.6106025377 2021-05-12   AMZN
## 343   0.6017804331 2021-05-13   AMZN
## 344   0.6070169330 2021-05-14   AMZN
## 345   0.6013400491 2021-05-17   AMZN
## 346   0.5939024279 2021-05-18   AMZN
## 347   0.5948794383 2021-05-19   AMZN
## 348   0.5923769738 2021-05-20   AMZN
## 349   0.5918587893 2021-05-21   AMZN
## 350   0.5954726976 2021-05-24   AMZN
## 351   0.5894437556 2021-05-25   AMZN
## 352   0.5893548562 2021-05-26   AMZN
## 353   0.5881240864 2021-05-27   AMZN
## 354   0.5889596292 2021-05-28   AMZN
## 355   0.5888227755 2021-06-01   AMZN
## 356   0.5984221729 2021-06-02   AMZN
## 357   0.6086172791 2021-06-03   AMZN
## 358   0.5909900758 2021-06-04   AMZN
## 359   0.5883451429 2021-06-07   AMZN
## 360   0.5753712329 2021-06-08   AMZN
## 361   0.5834188752 2021-06-09   AMZN
## 362   0.5805963467 2021-06-10   AMZN
## 363   0.5581231684 2021-06-11   AMZN
## 364   0.5478158558 2021-06-14   AMZN
## 365   0.5474657913 2021-06-15   AMZN
## 366   0.5978459557 2021-06-16   AMZN
## 367   0.5991413010 2021-06-17   AMZN
## 368   0.5939083878 2021-06-18   AMZN
## 369   0.5794586295 2021-06-21   AMZN
## 370   0.5811757366 2021-06-22   AMZN
## 371   0.5843233421 2021-06-23   AMZN
## 372   0.5780141616 2021-06-24   AMZN
## 373   0.5723431844 2021-06-25   AMZN
## 374   0.5715939454 2021-06-28   AMZN
## 375   0.5708563509 2021-06-29   AMZN
## 376   0.5715738792 2021-06-30   AMZN
## 377   0.5722928372 2021-07-01   AMZN
## 378   0.5820238845 2021-07-02   AMZN
## 379   0.5555015000 2021-07-06   AMZN
## 380   0.5543812024 2021-07-07   AMZN
## 381   0.5427855254 2021-07-08   AMZN
## 382   0.5380109756 2021-07-09   AMZN
## 383   0.5374866415 2021-07-12   AMZN
## 384   0.5447123177 2021-07-13   AMZN
## 385   0.5446031330 2021-07-14   AMZN
## 386   0.5456796397 2021-07-15   AMZN
## 387   0.5442948032 2021-07-16   AMZN
## 388   0.5430514960 2021-07-19   AMZN
## 389   0.5426986710 2021-07-20   AMZN
## 390   0.5478997939 2021-07-21   AMZN
## 391   0.5495541603 2021-07-22   AMZN
## 392   0.5529290752 2021-07-23   AMZN
## 393   0.5538120943 2021-07-26   AMZN
## 394   0.5546554297 2021-07-27   AMZN
## 395   0.5554477823 2021-07-28   AMZN
## 396   0.5531453969 2021-07-29   AMZN
## 397   0.5321846373 2021-07-30   AMZN
## 398   0.5325966692 2021-08-02   AMZN
## 399   0.5307450774 2021-08-03   AMZN
## 400   0.5339616986 2021-08-04   AMZN
## 401   0.5355861295 2021-08-05   AMZN
## 402   0.5384115862 2021-08-06   AMZN
## 403   0.5305414831 2021-08-09   AMZN
## 404   0.5289304062 2021-08-10   AMZN
## 405   0.5395476176 2021-08-11   AMZN
## 406   0.5400061276 2021-08-12   AMZN
## 407   0.5392052571 2021-08-13   AMZN
## 408   0.5354821816 2021-08-16   AMZN
## 409   0.5391088683 2021-08-17   AMZN
## 410   0.5426240995 2021-08-18   AMZN
## 411   0.5410920621 2021-08-19   AMZN
## 412   0.5399688545 2021-08-20   AMZN
## 413   0.5429685780 2021-08-23   AMZN
## 414   0.5311472778 2021-08-24   AMZN
## 415   0.5328066570 2021-08-25   AMZN
## 416   0.5290492088 2021-08-26   AMZN
## 417   0.5309822330 2021-08-27   AMZN
## 418   0.5331828471 2021-08-30   AMZN
## 419   0.5130841540 2021-08-31   AMZN
## 420   0.5144759886 2021-09-01   AMZN
## 421   0.5149247094 2021-09-02   AMZN
## 422   0.4977687394 2021-09-03   AMZN
## 423   0.4915373454 2021-09-07   AMZN
## 424   0.4936551420 2021-09-08   AMZN
## 425   0.4957399566 2021-09-09   AMZN
## 426   0.4951875380 2021-09-10   AMZN
## 427   0.5001719977 2021-09-13   AMZN
## 428   0.4994288844 2021-09-14   AMZN
## 429   0.5004738329 2021-09-15   AMZN
## 430   0.5006071255 2021-09-16   AMZN
## 431   0.5014586732 2021-09-17   AMZN
## 432   0.5177792747 2021-09-20   AMZN
## 433   0.5197795464 2021-09-21   AMZN
## 434   0.5249211582 2021-09-22   AMZN
## 435   0.5281670944 2021-09-23   AMZN
## 436   0.5231104492 2021-09-24   AMZN
## 437   0.5238009005 2021-09-27   AMZN
## 438   0.5492669565 2021-09-28   AMZN
## 439   0.5275868818 2021-09-29   AMZN
## 440   0.5322156207 2021-09-30   AMZN
## 441   0.5233186255 2021-10-01   AMZN
## 442   0.5306652792 2021-10-04   AMZN
## 443   0.5205284391 2021-10-05   AMZN
## 444   0.5200514253 2021-10-06   AMZN
## 445   0.5259327453 2021-10-07   AMZN
## 446   0.5232473296 2021-10-08   AMZN
## 447   0.5122686475 2021-10-11   AMZN
## 448   0.5136399907 2021-10-12   AMZN
## 449   0.5085736036 2021-10-13   AMZN
## 450   0.5051097158 2021-10-14   AMZN
## 451   0.5111900692 2021-10-15   AMZN
## 452   0.5124359075 2021-10-18   AMZN
## 453   0.5102987552 2021-10-19   AMZN
## 454   0.4893753035 2021-10-20   AMZN
## 455   0.4931391219 2021-10-21   AMZN
## 456   0.4874352115 2021-10-22   AMZN
## 457   0.4931674291 2021-10-25   AMZN
## 458   0.4882328874 2021-10-26   AMZN
## 459   0.4912189357 2021-10-27   AMZN
## 460   0.5025391645 2021-10-28   AMZN
## 461   0.4982760671 2021-10-29   AMZN
## 462   0.4940677909 2021-11-01   AMZN
## 463   0.4927250018 2021-11-02   AMZN
## 464   0.4881606583 2021-11-03   AMZN
## 465   0.4791101307 2021-11-04   AMZN
## 466   0.4799478880 2021-11-05   AMZN
## 467   0.4809015558 2021-11-08   AMZN
## 468   0.4678994291 2021-11-09   AMZN
## 469   0.4713292575 2021-11-10   AMZN
## 470   0.4714972131 2021-11-11   AMZN
## 471   0.4743014173 2021-11-12   AMZN
## 472   0.4709639625 2021-11-15   AMZN
## 473   0.4658960774 2021-11-16   AMZN
## 474   0.4644375892 2021-11-17   AMZN
## 475   0.4578406550 2021-11-18   AMZN
## 476   0.4552308351 2021-11-19   AMZN
## 477   0.4550766479 2021-11-22   AMZN
## 478   0.4493937681 2021-11-23   AMZN
## 479   0.4470969047 2021-11-24   AMZN
## 480   0.4607542411 2021-11-26   AMZN
## 481   0.4669427894 2021-11-29   AMZN
## 482   0.4745773087 2021-11-30   AMZN
## 483   0.4813161292 2021-12-01   AMZN
## 484   0.4755923501 2021-12-02   AMZN
## 485   0.4866303678 2021-12-03   AMZN
## 486   0.4847578771 2021-12-06   AMZN
## 487   0.5011897335 2021-12-07   AMZN
## 488   0.4988269619 2021-12-08   AMZN
## 489   0.5048313322 2021-12-09   AMZN
## 490   0.4854399480 2021-12-10   AMZN
## 491   0.4991861982 2021-12-13   AMZN
## 492   0.4863175250 2021-12-14   AMZN
## 493   0.4996451827 2021-12-15   AMZN
## 494   0.4997045891 2021-12-16   AMZN
## 495   0.4959722216 2021-12-17   AMZN
## 496   0.4991193238 2021-12-20   AMZN
## 497   0.5076325718 2021-12-21   AMZN
## 498   0.5071199580 2021-12-22   AMZN
## 499   0.5064323647 2021-12-23   AMZN
## 500   0.4913793503 2021-12-27   AMZN
## 501   0.4915275395 2021-12-28   AMZN
## 502   0.4906319292 2021-12-29   AMZN
## 503   0.4920081670 2021-12-30   AMZN
## 504   0.4930848491 2021-12-31   AMZN
## 505   0.4956955727 2022-01-03   AMZN
## 506   0.4949732785 2022-01-04   AMZN
## 507   0.5014699671 2022-01-05   AMZN
## 508   0.5010922699 2022-01-06   AMZN
## 509   0.5013990918 2022-01-07   AMZN
## 510   0.5053868410 2022-01-10   AMZN
## 511   0.5116813198 2022-01-11   AMZN
## 512   0.5104709924 2022-01-12   AMZN
## 513   0.5203146784 2022-01-13   AMZN
## 514   0.5203518193 2022-01-14   AMZN
## 515   0.5282243424 2022-01-18   AMZN
## 516   0.5371764648 2022-01-19   AMZN
## 517   0.5498696586 2022-01-20   AMZN
## 518   0.5781419378 2022-01-21   AMZN
## 519   0.5897562857 2022-01-24   AMZN
## 520   0.5960409944 2022-01-25   AMZN
## 521   0.5963074058 2022-01-26   AMZN
## 522   0.5996173643 2022-01-27   AMZN
## 523   0.6158999365 2022-01-28   AMZN
## 524   0.6289151814 2022-01-31   AMZN
## 525   0.6302531057 2022-02-01   AMZN
## 526   0.6267502666 2022-02-02   AMZN
## 527   0.6531545523 2022-02-03   AMZN
## 528   0.5850382084 2022-02-04   AMZN
## 529   0.5983576388 2022-02-07   AMZN
## 530   0.6007270719 2022-02-08   AMZN
## 531   0.6013381901 2022-02-09   AMZN
## 532   0.6043410054 2022-02-10   AMZN
## 533   0.6137331853 2022-02-11   AMZN
## 534   0.6101879947 2022-02-14   AMZN
## 535   0.6091381037 2022-02-15   AMZN
## 536   0.6083415173 2022-02-16   AMZN
## 537   0.6094747501 2022-02-17   AMZN
## 538   0.6137100021 2022-02-18   AMZN
## 539   0.6171037644 2022-02-22   AMZN
## 540   0.6258204158 2022-02-23   AMZN
## 541   0.6338782718 2022-02-24   AMZN
## 542   0.6339382295 2022-02-25   AMZN
## 543   0.6337057554 2022-02-28   AMZN
## 544   0.6338890194 2022-03-01   AMZN
## 545   0.6302192509 2022-03-02   AMZN
## 546   0.6324413858 2022-03-03   AMZN
## 547   0.6502048738 2022-03-04   AMZN
## 548   0.6690148786 2022-03-07   AMZN
## 549   0.6686768859 2022-03-08   AMZN
## 550   0.6714329303 2022-03-09   AMZN
## 551   0.6499597832 2022-03-10   AMZN
## 552   0.6502682660 2022-03-11   AMZN
## 553   0.6516602851 2022-03-14   AMZN
## 554   0.6604525756 2022-03-15   AMZN
## 555   0.6692601342 2022-03-16   AMZN
## 556   0.6723477219 2022-03-17   AMZN
## 557   0.6752724345 2022-03-18   AMZN
## 558   0.6752644875 2022-03-21   AMZN
## 559   0.6762608504 2022-03-22   AMZN
## 560   0.6752024125 2022-03-23   AMZN
## 561   0.6720781763 2022-03-24   AMZN
## 562   0.6728006453 2022-03-25   AMZN
## 563   0.6723892549 2022-03-28   AMZN
## 564   0.6704067124 2022-03-29   AMZN
## 565   0.6715978603 2022-03-30   AMZN
## 566   0.6753675477 2022-03-31   AMZN
## 567   0.6748986252 2022-04-01   AMZN
## 1501  0.5571129268 2020-08-06   NFLX
## 1511  0.5547053276 2020-08-07   NFLX
## 1521  0.5536181566 2020-08-10   NFLX
## 1531  0.5534060523 2020-08-11   NFLX
## 1541  0.5544354090 2020-08-12   NFLX
## 1551  0.5551631055 2020-08-13   NFLX
## 1561  0.5556275573 2020-08-14   NFLX
## 1571  0.5556246955 2020-08-17   NFLX
## 1581  0.5553004613 2020-08-18   NFLX
## 1591  0.5553198639 2020-08-19   NFLX
## 1601  0.5551316911 2020-08-20   NFLX
## 1611  0.5543694101 2020-08-21   NFLX
## 1621  0.5531264723 2020-08-24   NFLX
## 1631  0.5562027306 2020-08-25   NFLX
## 1641  0.5504021708 2020-08-26   NFLX
## 1651  0.5474218919 2020-08-27   NFLX
## 1661  0.5452905420 2020-08-28   NFLX
## 1671  0.5445267154 2020-08-31   NFLX
## 1681  0.5434011065 2020-09-01   NFLX
## 1691  0.5415254409 2020-09-02   NFLX
## 1701  0.5477561177 2020-09-03   NFLX
## 1711  0.5485990254 2020-09-04   NFLX
## 1721  0.5490468798 2020-09-08   NFLX
## 1731  0.5455184258 2020-09-09   NFLX
## 1741  0.5477594519 2020-09-10   NFLX
## 1751  0.5477468408 2020-09-11   NFLX
## 1761  0.5454074044 2020-09-14   NFLX
## 1771  0.5441624752 2020-09-15   NFLX
## 1781  0.5435733095 2020-09-16   NFLX
## 1791  0.5437826043 2020-09-17   NFLX
## 1801  0.5437303384 2020-09-18   NFLX
## 1811  0.5391468409 2020-09-21   NFLX
## 1821  0.5396356633 2020-09-22   NFLX
## 1831  0.5428486409 2020-09-23   NFLX
## 1841  0.5423226453 2020-09-24   NFLX
## 1851  0.5396803009 2020-09-25   NFLX
## 1861  0.5378398364 2020-09-28   NFLX
## 1871  0.5436480083 2020-09-29   NFLX
## 1881  0.5422369050 2020-09-30   NFLX
## 1891  0.5390098258 2020-10-01   NFLX
## 1901  0.5346650375 2020-10-02   NFLX
## 1911  0.5327536593 2020-10-05   NFLX
## 1921  0.5287162290 2020-10-06   NFLX
## 1931  0.5263530447 2020-10-07   NFLX
## 1941  0.5249880417 2020-10-08   NFLX
## 1951  0.5067992693 2020-10-09   NFLX
## 1961  0.4971184722 2020-10-12   NFLX
## 1971  0.4859122435 2020-10-13   NFLX
## 1981  0.4344416932 2020-10-14   NFLX
## 1991  0.4091308322 2020-10-15   NFLX
## 2001  0.3024661940 2020-10-16   NFLX
## 2011  0.2712696444 2020-10-19   NFLX
## 2021  0.2668780765 2020-10-20   NFLX
## 2031  0.2661444874 2020-10-21   NFLX
## 2041  0.2714885416 2020-10-22   NFLX
## 2051  0.3155086811 2020-10-23   NFLX
## 2061  0.3561901085 2020-10-26   NFLX
## 2071  0.3659369167 2020-10-27   NFLX
## 2081  0.3341495682 2020-10-28   NFLX
## 2091  0.3332734674 2020-10-29   NFLX
## 2101  0.3286864449 2020-10-30   NFLX
## 2111  0.3349430206 2020-11-02   NFLX
## 2121  0.3222638974 2020-11-03   NFLX
## 2131  0.3231671716 2020-11-04   NFLX
## 2141  0.3243035123 2020-11-05   NFLX
## 2151  0.2964522415 2020-11-06   NFLX
## 2161  0.2695083879 2020-11-09   NFLX
## 2171  0.2752481193 2020-11-10   NFLX
## 2181  0.2780506113 2020-11-11   NFLX
## 2191  0.2988901092 2020-11-12   NFLX
## 2201  0.2820532097 2020-11-13   NFLX
## 2211  0.2971499321 2020-11-16   NFLX
## 2221  0.2956989131 2020-11-17   NFLX
## 2231  0.3171797791 2020-11-18   NFLX
## 2241  0.3331668083 2020-11-19   NFLX
## 2251  0.3329033451 2020-11-20   NFLX
## 2261  0.3461695058 2020-11-23   NFLX
## 2271  0.3486190254 2020-11-24   NFLX
## 2281  0.3504717471 2020-11-25   NFLX
## 2291  0.3540843260 2020-11-27   NFLX
## 2301  0.3518592808 2020-11-30   NFLX
## 2311  0.3510296266 2020-12-01   NFLX
## 2321  0.3560913518 2020-12-02   NFLX
## 2331  0.3560120081 2020-12-03   NFLX
## 2341  0.3557482831 2020-12-04   NFLX
## 2351  0.3532462269 2020-12-07   NFLX
## 2361  0.3579775338 2020-12-08   NFLX
## 2371  0.3621110293 2020-12-09   NFLX
## 2381  0.3636320162 2020-12-10   NFLX
## 2391  0.3638528849 2020-12-11   NFLX
## 2401  0.3522934138 2020-12-14   NFLX
## 2411  0.3583432142 2020-12-15   NFLX
## 2421  0.3576367617 2020-12-16   NFLX
## 2431  0.3583477087 2020-12-17   NFLX
## 2441  0.3677729663 2020-12-18   NFLX
## 2451  0.3687346465 2020-12-21   NFLX
## 2461  0.3736195886 2020-12-22   NFLX
## 2471  0.3696601181 2020-12-23   NFLX
## 2481  0.3703442743 2020-12-24   NFLX
## 2491  0.3823605258 2020-12-28   NFLX
## 2501  0.3786449424 2020-12-29   NFLX
## 2511  0.3777066560 2020-12-30   NFLX
## 2521  0.3785107391 2020-12-31   NFLX
## 2531  0.3855468734 2021-01-04   NFLX
## 2541  0.3847211716 2021-01-05   NFLX
## 2551  0.3830078618 2021-01-06   NFLX
## 2561  0.3842367460 2021-01-07   NFLX
## 2571  0.3841395299 2021-01-08   NFLX
## 2581  0.3878389480 2021-01-11   NFLX
## 2591  0.3966988018 2021-01-12   NFLX
## 2601  0.3964674445 2021-01-13   NFLX
## 2611  0.4098102270 2021-01-14   NFLX
## 2621  0.4175272102 2021-01-15   NFLX
## 2631  0.4163672892 2021-01-19   NFLX
## 2641  0.4117841744 2021-01-20   NFLX
## 2651  0.4156770047 2021-01-21   NFLX
## 2661  0.4169045325 2021-01-22   NFLX
## 2671  0.4174351064 2021-01-25   NFLX
## 2681  0.4152525291 2021-01-26   NFLX
## 2691  0.4393155041 2021-01-27   NFLX
## 2701  0.4414727625 2021-01-28   NFLX
## 2711  0.4393613501 2021-01-29   NFLX
## 2721  0.4251576203 2021-02-01   NFLX
## 2731  0.4271178636 2021-02-02   NFLX
## 2741  0.4249804815 2021-02-03   NFLX
## 2751  0.4293603749 2021-02-04   NFLX
## 2761  0.4310751646 2021-02-05   NFLX
## 2771  0.4237903596 2021-02-08   NFLX
## 2781  0.4234484713 2021-02-09   NFLX
## 2791  0.4215535835 2021-02-10   NFLX
## 2801  0.4234974726 2021-02-11   NFLX
## 2811  0.4187569053 2021-02-12   NFLX
## 2821  0.4127273347 2021-02-16   NFLX
## 2831  0.4151922275 2021-02-17   NFLX
## 2841  0.4168854270 2021-02-18   NFLX
## 2851  0.4186581418 2021-02-19   NFLX
## 2861  0.4304750862 2021-02-22   NFLX
## 2871  0.4278501536 2021-02-23   NFLX
## 2881  0.4305718424 2021-02-24   NFLX
## 2891  0.4294566050 2021-02-25   NFLX
## 2901  0.4262194209 2021-02-26   NFLX
## 2911  0.4311196884 2021-03-01   NFLX
## 2921  0.4291626815 2021-03-02   NFLX
## 2931  0.4367423543 2021-03-03   NFLX
## 2941  0.4433436510 2021-03-04   NFLX
## 2951  0.4432769779 2021-03-05   NFLX
## 2961  0.4450825177 2021-03-08   NFLX
## 2971  0.4476256707 2021-03-09   NFLX
## 2981  0.4466546309 2021-03-10   NFLX
## 2991  0.4528417638 2021-03-11   NFLX
## 3001  0.4518308099 2021-03-12   NFLX
## 3011  0.4531474780 2021-03-15   NFLX
## 3021  0.4544837771 2021-03-16   NFLX
## 3031  0.4508533546 2021-03-17   NFLX
## 3041  0.4559989270 2021-03-18   NFLX
## 3051  0.4562664831 2021-03-19   NFLX
## 3061  0.4577609413 2021-03-22   NFLX
## 3071  0.4518611706 2021-03-23   NFLX
## 3081  0.4538706288 2021-03-24   NFLX
## 3091  0.4471345491 2021-03-25   NFLX
## 3101  0.4474314581 2021-03-26   NFLX
## 3111  0.4475815216 2021-03-29   NFLX
## 3121  0.4500271885 2021-03-30   NFLX
## 3131  0.4503024758 2021-03-31   NFLX
## 3141  0.4568489422 2021-04-01   NFLX
## 3151  0.4590843335 2021-04-05   NFLX
## 3161  0.4596891499 2021-04-06   NFLX
## 3171  0.4608102771 2021-04-07   NFLX
## 3181  0.4597443986 2021-04-08   NFLX
## 3191  0.4642463430 2021-04-09   NFLX
## 3201  0.4443194383 2021-04-12   NFLX
## 3211  0.4419836586 2021-04-13   NFLX
## 3221  0.4433066698 2021-04-14   NFLX
## 3231  0.4571856934 2021-04-15   NFLX
## 3241  0.4462581599 2021-04-16   NFLX
## 3251  0.4429349730 2021-04-19   NFLX
## 3261  0.4497043150 2021-04-20   NFLX
## 3271  0.4207974397 2021-04-21   NFLX
## 3281  0.4173637919 2021-04-22   NFLX
## 3291  0.4103023421 2021-04-23   NFLX
## 3301  0.4121165998 2021-04-26   NFLX
## 3311  0.4293084262 2021-04-27   NFLX
## 3321  0.4286724858 2021-04-28   NFLX
## 3331  0.4137344503 2021-04-29   NFLX
## 3341  0.4104261171 2021-04-30   NFLX
## 3351  0.4062583363 2021-05-03   NFLX
## 3361  0.4051407934 2021-05-04   NFLX
## 3371  0.4066074940 2021-05-05   NFLX
## 3381  0.4057449351 2021-05-06   NFLX
## 3391  0.4069548033 2021-05-07   NFLX
## 3401  0.4057408901 2021-05-10   NFLX
## 3411  0.3897966442 2021-05-11   NFLX
## 3421  0.3872410636 2021-05-12   NFLX
## 3431  0.3719887789 2021-05-13   NFLX
## 3441  0.3759693062 2021-05-14   NFLX
## 3451  0.3746422862 2021-05-17   NFLX
## 3461  0.3771650835 2021-05-18   NFLX
## 3471  0.3841954453 2021-05-19   NFLX
## 3481  0.3858314839 2021-05-20   NFLX
## 3491  0.3862732196 2021-05-21   NFLX
## 3501  0.3877556868 2021-05-24   NFLX
## 3511  0.3924617760 2021-05-25   NFLX
## 3521  0.3937631595 2021-05-26   NFLX
## 3531  0.3977548614 2021-05-27   NFLX
## 3541  0.3990428517 2021-05-28   NFLX
## 3551  0.3990348396 2021-06-01   NFLX
## 3561  0.4050479951 2021-06-02   NFLX
## 3571  0.4071799958 2021-06-03   NFLX
## 3581  0.4258574520 2021-06-04   NFLX
## 3591  0.4192828485 2021-06-07   NFLX
## 3601  0.4053691046 2021-06-08   NFLX
## 3611  0.4030529186 2021-06-09   NFLX
## 3621  0.4046056715 2021-06-10   NFLX
## 3631  0.3999591299 2021-06-11   NFLX
## 3641  0.3876433281 2021-06-14   NFLX
## 3651  0.3887988871 2021-06-15   NFLX
## 3661  0.4432309518 2021-06-16   NFLX
## 3671  0.4452908848 2021-06-17   NFLX
## 3681  0.4357239328 2021-06-18   NFLX
## 3691  0.4281401097 2021-06-21   NFLX
## 3701  0.4366009887 2021-06-22   NFLX
## 3711  0.4413975155 2021-06-23   NFLX
## 3721  0.4436410146 2021-06-24   NFLX
## 3731  0.4484958575 2021-06-25   NFLX
## 3741  0.4482852294 2021-06-28   NFLX
## 3751  0.4517963144 2021-06-29   NFLX
## 3761  0.4576116668 2021-06-30   NFLX
## 3771  0.4572180173 2021-07-01   NFLX
## 3781  0.4569298713 2021-07-02   NFLX
## 3791  0.4544795239 2021-07-06   NFLX
## 3801  0.4535022355 2021-07-07   NFLX
## 3811  0.4490999956 2021-07-08   NFLX
## 3821  0.4500886263 2021-07-09   NFLX
## 3831  0.4498376400 2021-07-12   NFLX
## 3841  0.4493022443 2021-07-13   NFLX
## 3851  0.4563487001 2021-07-14   NFLX
## 3861  0.4577611669 2021-07-15   NFLX
## 3871  0.4554958699 2021-07-16   NFLX
## 3881  0.4488544667 2021-07-19   NFLX
## 3891  0.4436572518 2021-07-20   NFLX
## 3901  0.4429476369 2021-07-21   NFLX
## 3911  0.4479408724 2021-07-22   NFLX
## 3921  0.4484578691 2021-07-23   NFLX
## 3931  0.4471158713 2021-07-26   NFLX
## 3941  0.4462788520 2021-07-27   NFLX
## 3951  0.4451708096 2021-07-28   NFLX
## 3961  0.4435458104 2021-07-29   NFLX
## 3971  0.4423519894 2021-07-30   NFLX
## 3981  0.4428228792 2021-08-02   NFLX
## 3991  0.4381318504 2021-08-03   NFLX
## 4001  0.4387541058 2021-08-04   NFLX
## 4011  0.4407198078 2021-08-05   NFLX
## 4021  0.4378509257 2021-08-06   NFLX
## 4031  0.4267115550 2021-08-09   NFLX
## 4041  0.4282230253 2021-08-10   NFLX
## 4051  0.4403335640 2021-08-11   NFLX
## 4061  0.4360222728 2021-08-12   NFLX
## 4071  0.4358733354 2021-08-13   NFLX
## 4081  0.4322355507 2021-08-16   NFLX
## 4091  0.4303154248 2021-08-17   NFLX
## 4101  0.4256965050 2021-08-18   NFLX
## 4111  0.4195176914 2021-08-19   NFLX
## 4121  0.4193496348 2021-08-20   NFLX
## 4131  0.4202810886 2021-08-23   NFLX
## 4141  0.4310437694 2021-08-24   NFLX
## 4151  0.4301283467 2021-08-25   NFLX
## 4161  0.4258959299 2021-08-26   NFLX
## 4171  0.4323772146 2021-08-27   NFLX
## 4181  0.4350186778 2021-08-30   NFLX
## 4191  0.3767916506 2021-08-31   NFLX
## 4201  0.3659072725 2021-09-01   NFLX
## 4211  0.3621101254 2021-09-02   NFLX
## 4221  0.3574261657 2021-09-03   NFLX
## 4231  0.3402531172 2021-09-07   NFLX
## 4241  0.3415097562 2021-09-08   NFLX
## 4251  0.3363917840 2021-09-09   NFLX
## 4261  0.3348485223 2021-09-10   NFLX
## 4271  0.3354573896 2021-09-13   NFLX
## 4281  0.3442680171 2021-09-14   NFLX
## 4291  0.3472223453 2021-09-15   NFLX
## 4301  0.3471513682 2021-09-16   NFLX
## 4311  0.3433152482 2021-09-17   NFLX
## 4321  0.3579918738 2021-09-20   NFLX
## 4331  0.3581821841 2021-09-21   NFLX
## 4341  0.3655924725 2021-09-22   NFLX
## 4351  0.3642589322 2021-09-23   NFLX
## 4361  0.3605748280 2021-09-24   NFLX
## 4371  0.3622206724 2021-09-27   NFLX
## 4381  0.3652922551 2021-09-28   NFLX
## 4391  0.3601446480 2021-09-29   NFLX
## 4401  0.3399156554 2021-09-30   NFLX
## 4411  0.3258449656 2021-10-01   NFLX
## 4421  0.3325654376 2021-10-04   NFLX
## 4431  0.3221592703 2021-10-05   NFLX
## 4441  0.3125263506 2021-10-06   NFLX
## 4451  0.3034147065 2021-10-07   NFLX
## 4461  0.2955501236 2021-10-08   NFLX
## 4471  0.2850705445 2021-10-11   NFLX
## 4481  0.2879708885 2021-10-12   NFLX
## 4491  0.2747125334 2021-10-13   NFLX
## 4501  0.2756131009 2021-10-14   NFLX
## 4511  0.2699802752 2021-10-15   NFLX
## 4521  0.2723677599 2021-10-18   NFLX
## 4531  0.2718824389 2021-10-19   NFLX
## 4541  0.2375278135 2021-10-20   NFLX
## 4551  0.2384491491 2021-10-21   NFLX
## 4561  0.2302115934 2021-10-22   NFLX
## 4571  0.2455734915 2021-10-25   NFLX
## 4581  0.2370645499 2021-10-26   NFLX
## 4591  0.2548674484 2021-10-27   NFLX
## 4601  0.2570997285 2021-10-28   NFLX
## 4611  0.2581449684 2021-10-29   NFLX
## 4621  0.2560227994 2021-11-01   NFLX
## 4631  0.2530941899 2021-11-02   NFLX
## 4641  0.2404517030 2021-11-03   NFLX
## 4651  0.2327773214 2021-11-04   NFLX
## 4661  0.2229159558 2021-11-05   NFLX
## 4671  0.2226278446 2021-11-08   NFLX
## 4681  0.2186162805 2021-11-09   NFLX
## 4691  0.2258833737 2021-11-10   NFLX
## 4701  0.2246766426 2021-11-11   NFLX
## 4711  0.2342959693 2021-11-12   NFLX
## 4721  0.2290038695 2021-11-15   NFLX
## 4731  0.2230575649 2021-11-16   NFLX
## 4741  0.2232061366 2021-11-17   NFLX
## 4751  0.2258695213 2021-11-18   NFLX
## 4761  0.2228680587 2021-11-19   NFLX
## 4771  0.2959233622 2021-11-22   NFLX
## 4781  0.2957858076 2021-11-23   NFLX
## 4791  0.3043289437 2021-11-24   NFLX
## 4801  0.2768336927 2021-11-26   NFLX
## 4811  0.2700264248 2021-11-29   NFLX
## 4821  0.3022722009 2021-11-30   NFLX
## 4831  0.3219348140 2021-12-01   NFLX
## 4841  0.3204099880 2021-12-02   NFLX
## 4851  0.3311836785 2021-12-03   NFLX
## 4861  0.3343896919 2021-12-06   NFLX
## 4871  0.3483904171 2021-12-07   NFLX
## 4881  0.3474997599 2021-12-08   NFLX
## 4891  0.3537062871 2021-12-09   NFLX
## 4901  0.3374306943 2021-12-10   NFLX
## 4911  0.3541254829 2021-12-13   NFLX
## 4921  0.3414957760 2021-12-14   NFLX
## 4931  0.3468512504 2021-12-15   NFLX
## 4941  0.3506066968 2021-12-16   NFLX
## 4951  0.3520491835 2021-12-17   NFLX
## 4961  0.3389601123 2021-12-20   NFLX
## 4971  0.3494702760 2021-12-21   NFLX
## 4981  0.3446208883 2021-12-22   NFLX
## 4991  0.3431172453 2021-12-23   NFLX
## 5001  0.3349542740 2021-12-27   NFLX
## 5011  0.3348231575 2021-12-28   NFLX
## 5021  0.3347372458 2021-12-29   NFLX
## 5031  0.3341445207 2021-12-30   NFLX
## 5041  0.3359864072 2021-12-31   NFLX
## 5051  0.3315661655 2022-01-03   NFLX
## 5061  0.3319213712 2022-01-04   NFLX
## 5071  0.3609953242 2022-01-05   NFLX
## 5081  0.3572766074 2022-01-06   NFLX
## 5091  0.3602330570 2022-01-07   NFLX
## 5101  0.3604317801 2022-01-10   NFLX
## 5111  0.3587032521 2022-01-11   NFLX
## 5121  0.3573277449 2022-01-12   NFLX
## 5131  0.3750268041 2022-01-13   NFLX
## 5141  0.3754917286 2022-01-14   NFLX
## 5151  0.3924971688 2022-01-18   NFLX
## 5161  0.3857407976 2022-01-19   NFLX
## 5171  0.3922184993 2022-01-20   NFLX
## 5181  0.3963123509 2022-01-21   NFLX
## 5191  0.3993581471 2022-01-24   NFLX
## 5201  0.4093792591 2022-01-25   NFLX
## 5211  0.4102653665 2022-01-26   NFLX
## 5221  0.3849260076 2022-01-27   NFLX
## 5231  0.3704737528 2022-01-28   NFLX
## 5241  0.4012198073 2022-01-31   NFLX
## 5251  0.4048033737 2022-02-01   NFLX
## 5261  0.3828814519 2022-02-02   NFLX
## 5271  0.4030412280 2022-02-03   NFLX
## 5281  0.4044413570 2022-02-04   NFLX
## 5291  0.4069213922 2022-02-07   NFLX
## 5301  0.4078499420 2022-02-08   NFLX
## 5311  0.4120259123 2022-02-09   NFLX
## 5321  0.4115994494 2022-02-10   NFLX
## 5331  0.4202931370 2022-02-11   NFLX
## 5341  0.4192251585 2022-02-14   NFLX
## 5351  0.4249531157 2022-02-15   NFLX
## 5361  0.4235182057 2022-02-16   NFLX
## 5371  0.4264919744 2022-02-17   NFLX
## 5381  0.4294416524 2022-02-18   NFLX
## 5391  0.4381273724 2022-02-22   NFLX
## 5401  0.4511962066 2022-02-23   NFLX
## 5411  0.4630294304 2022-02-24   NFLX
## 5421  0.4562855117 2022-02-25   NFLX
## 5431  0.4552549144 2022-02-28   NFLX
## 5441  0.4586638296 2022-03-01   NFLX
## 5451  0.4467483086 2022-03-02   NFLX
## 5461  0.4495112945 2022-03-03   NFLX
## 5471  0.4524647244 2022-03-04   NFLX
## 5481  0.4568470598 2022-03-07   NFLX
## 5491  0.4608818473 2022-03-08   NFLX
## 5501  0.4768143544 2022-03-09   NFLX
## 5511  0.4756495528 2022-03-10   NFLX
## 5521  0.4821679749 2022-03-11   NFLX
## 5531  0.4840779951 2022-03-14   NFLX
## 5541  0.4925716409 2022-03-15   NFLX
## 5551  0.5012617685 2022-03-16   NFLX
## 5561  0.5065399627 2022-03-17   NFLX
## 5571  0.5093389451 2022-03-18   NFLX
## 5581  0.5089796598 2022-03-21   NFLX
## 5591  0.5127869571 2022-03-22   NFLX
## 5601  0.5182537528 2022-03-23   NFLX
## 5611  0.5190600353 2022-03-24   NFLX
## 5621  0.5182204515 2022-03-25   NFLX
## 5631  0.5182074777 2022-03-28   NFLX
## 5641  0.5223462882 2022-03-29   NFLX
## 5651  0.5242762488 2022-03-30   NFLX
## 5661  0.5263597484 2022-03-31   NFLX
## 5671  0.5247773915 2022-04-01   NFLX
## 1502  0.8806936590 2020-08-06   GOOG
## 1512  0.8805734163 2020-08-07   GOOG
## 1522  0.8820976274 2020-08-10   GOOG
## 1532  0.8821800826 2020-08-11   GOOG
## 1542  0.8823811034 2020-08-12   GOOG
## 1552  0.8819870467 2020-08-13   GOOG
## 1562  0.8821806234 2020-08-14   GOOG
## 1572  0.8820965190 2020-08-17   GOOG
## 1582  0.8800299746 2020-08-18   GOOG
## 1592  0.8800741725 2020-08-19   GOOG
## 1602  0.8787888761 2020-08-20   GOOG
## 1612  0.8795139623 2020-08-21   GOOG
## 1622  0.8795497570 2020-08-24   GOOG
## 1632  0.8793108190 2020-08-25   GOOG
## 1642  0.8785794847 2020-08-26   GOOG
## 1652  0.8778405729 2020-08-27   GOOG
## 1662  0.8776214223 2020-08-28   GOOG
## 1672  0.8774633695 2020-08-31   GOOG
## 1682  0.8774243898 2020-09-01   GOOG
## 1692  0.8760518669 2020-09-02   GOOG
## 1702  0.8770447553 2020-09-03   GOOG
## 1712  0.8779255493 2020-09-04   GOOG
## 1722  0.8858040188 2020-09-08   GOOG
## 1732  0.8864703207 2020-09-09   GOOG
## 1742  0.8875656750 2020-09-10   GOOG
## 1752  0.8875299537 2020-09-11   GOOG
## 1762  0.8871700214 2020-09-14   GOOG
## 1772  0.8869477658 2020-09-15   GOOG
## 1782  0.8866946128 2020-09-16   GOOG
## 1792  0.8865940325 2020-09-17   GOOG
## 1802  0.8863123766 2020-09-18   GOOG
## 1812  0.8863425807 2020-09-21   GOOG
## 1822  0.8859569648 2020-09-22   GOOG
## 1832  0.8864144591 2020-09-23   GOOG
## 1842  0.8865110023 2020-09-24   GOOG
## 1852  0.8853762951 2020-09-25   GOOG
## 1862  0.8850801746 2020-09-28   GOOG
## 1872  0.8850208985 2020-09-29   GOOG
## 1882  0.8823793012 2020-09-30   GOOG
## 1892  0.8846368655 2020-10-01   GOOG
## 1902  0.8831314282 2020-10-02   GOOG
## 1912  0.8824543308 2020-10-05   GOOG
## 1922  0.8815670752 2020-10-06   GOOG
## 1932  0.8797302090 2020-10-07   GOOG
## 1942  0.8792105336 2020-10-08   GOOG
## 1952  0.8737385935 2020-10-09   GOOG
## 1962  0.8700659965 2020-10-12   GOOG
## 1972  0.8660698620 2020-10-13   GOOG
## 1982  0.8543396103 2020-10-14   GOOG
## 1992  0.8406804807 2020-10-15   GOOG
## 2002  0.8053861678 2020-10-16   GOOG
## 2012  0.8082414407 2020-10-19   GOOG
## 2022  0.8140555905 2020-10-20   GOOG
## 2032  0.8103782387 2020-10-21   GOOG
## 2042  0.8050284364 2020-10-22   GOOG
## 2052  0.8050568666 2020-10-23   GOOG
## 2062  0.7955345556 2020-10-26   GOOG
## 2072  0.8065104688 2020-10-27   GOOG
## 2082  0.8074341064 2020-10-28   GOOG
## 2092  0.8003546287 2020-10-29   GOOG
## 2102  0.7806423655 2020-10-30   GOOG
## 2112  0.7879228831 2020-11-02   GOOG
## 2122  0.7777609497 2020-11-03   GOOG
## 2132  0.7789386518 2020-11-04   GOOG
## 2142  0.7753468015 2020-11-05   GOOG
## 2152  0.7512806568 2020-11-06   GOOG
## 2162  0.7495877905 2020-11-09   GOOG
## 2172  0.7508057909 2020-11-10   GOOG
## 2182  0.7534331892 2020-11-11   GOOG
## 2192  0.7552822198 2020-11-12   GOOG
## 2202  0.7494272000 2020-11-13   GOOG
## 2212  0.7517272174 2020-11-16   GOOG
## 2222  0.7524528527 2020-11-17   GOOG
## 2232  0.7549686106 2020-11-18   GOOG
## 2242  0.7543580682 2020-11-19   GOOG
## 2252  0.7464126004 2020-11-20   GOOG
## 2262  0.7403648831 2020-11-23   GOOG
## 2272  0.7429361267 2020-11-24   GOOG
## 2282  0.7449204503 2020-11-25   GOOG
## 2292  0.7487820148 2020-11-27   GOOG
## 2302  0.7515849547 2020-11-30   GOOG
## 2312  0.7540102530 2020-12-01   GOOG
## 2322  0.7554057008 2020-12-02   GOOG
## 2332  0.7535038778 2020-12-03   GOOG
## 2342  0.7523579831 2020-12-04   GOOG
## 2352  0.7519159109 2020-12-07   GOOG
## 2362  0.7519190718 2020-12-08   GOOG
## 2372  0.7518758401 2020-12-09   GOOG
## 2382  0.7520034794 2020-12-10   GOOG
## 2392  0.7527109143 2020-12-11   GOOG
## 2402  0.7504734704 2020-12-14   GOOG
## 2412  0.7465765971 2020-12-15   GOOG
## 2422  0.7470905038 2020-12-16   GOOG
## 2432  0.7450402324 2020-12-17   GOOG
## 2442  0.7545805096 2020-12-18   GOOG
## 2452  0.7532045646 2020-12-21   GOOG
## 2462  0.7506838300 2020-12-22   GOOG
## 2472  0.7509084200 2020-12-23   GOOG
## 2482  0.7509740362 2020-12-24   GOOG
## 2492  0.7524580512 2020-12-28   GOOG
## 2502  0.7560080512 2020-12-29   GOOG
## 2512  0.7548405836 2020-12-30   GOOG
## 2522  0.7548788514 2020-12-31   GOOG
## 2532  0.7560599466 2021-01-04   GOOG
## 2542  0.7563935697 2021-01-05   GOOG
## 2552  0.7592605710 2021-01-06   GOOG
## 2562  0.7619612742 2021-01-07   GOOG
## 2572  0.7623991974 2021-01-08   GOOG
## 2582  0.7634446814 2021-01-11   GOOG
## 2592  0.7656100698 2021-01-12   GOOG
## 2602  0.7677169340 2021-01-13   GOOG
## 2612  0.7712150935 2021-01-14   GOOG
## 2622  0.7716206062 2021-01-15   GOOG
## 2632  0.7709000824 2021-01-19   GOOG
## 2642  0.7691911114 2021-01-20   GOOG
## 2652  0.7705358405 2021-01-21   GOOG
## 2662  0.7703134297 2021-01-22   GOOG
## 2672  0.7700997528 2021-01-25   GOOG
## 2682  0.7683252694 2021-01-26   GOOG
## 2692  0.7781631422 2021-01-27   GOOG
## 2702  0.7786266533 2021-01-28   GOOG
## 2712  0.7788539092 2021-01-29   GOOG
## 2722  0.7718590900 2021-02-01   GOOG
## 2732  0.7698123793 2021-02-02   GOOG
## 2742  0.7344883988 2021-02-03   GOOG
## 2752  0.7303092373 2021-02-04   GOOG
## 2762  0.7302001692 2021-02-05   GOOG
## 2772  0.7262449879 2021-02-08   GOOG
## 2782  0.7264727302 2021-02-09   GOOG
## 2792  0.7261178939 2021-02-10   GOOG
## 2802  0.7294812836 2021-02-11   GOOG
## 2812  0.7279354917 2021-02-12   GOOG
## 2822  0.7249330528 2021-02-16   GOOG
## 2832  0.7265834657 2021-02-17   GOOG
## 2842  0.7304345357 2021-02-18   GOOG
## 2852  0.7312389659 2021-02-19   GOOG
## 2862  0.7331663775 2021-02-22   GOOG
## 2872  0.7332408288 2021-02-23   GOOG
## 2882  0.7340420353 2021-02-24   GOOG
## 2892  0.7401615209 2021-02-25   GOOG
## 2902  0.7358921004 2021-02-26   GOOG
## 2912  0.7371803725 2021-03-01   GOOG
## 2922  0.7360778928 2021-03-02   GOOG
## 2932  0.7383501325 2021-03-03   GOOG
## 2942  0.7280107669 2021-03-04   GOOG
## 2952  0.7333740683 2021-03-05   GOOG
## 2962  0.7452280364 2021-03-08   GOOG
## 2972  0.7484443536 2021-03-09   GOOG
## 2982  0.7491070904 2021-03-10   GOOG
## 2992  0.7504563597 2021-03-11   GOOG
## 3002  0.7449707517 2021-03-12   GOOG
## 3012  0.7445216685 2021-03-15   GOOG
## 3022  0.7428897517 2021-03-16   GOOG
## 3032  0.7417050943 2021-03-17   GOOG
## 3042  0.7442083213 2021-03-18   GOOG
## 3052  0.7450542455 2021-03-19   GOOG
## 3062  0.7435990833 2021-03-22   GOOG
## 3072  0.7404246481 2021-03-23   GOOG
## 3082  0.7435067988 2021-03-24   GOOG
## 3092  0.7424003800 2021-03-25   GOOG
## 3102  0.7356295572 2021-03-26   GOOG
## 3112  0.7349447982 2021-03-29   GOOG
## 3122  0.7356388685 2021-03-30   GOOG
## 3132  0.7357614737 2021-03-31   GOOG
## 3142  0.7362042443 2021-04-01   GOOG
## 3152  0.7403320619 2021-04-05   GOOG
## 3162  0.7404033171 2021-04-06   GOOG
## 3172  0.7398198829 2021-04-07   GOOG
## 3182  0.7392438906 2021-04-08   GOOG
## 3192  0.7360746938 2021-04-09   GOOG
## 3202  0.7182977590 2021-04-12   GOOG
## 3212  0.7173203083 2021-04-13   GOOG
## 3222  0.7068304502 2021-04-14   GOOG
## 3232  0.7086389312 2021-04-15   GOOG
## 3242  0.7062688527 2021-04-16   GOOG
## 3252  0.7057564898 2021-04-19   GOOG
## 3262  0.7104658810 2021-04-20   GOOG
## 3272  0.7077759672 2021-04-21   GOOG
## 3282  0.7083072094 2021-04-22   GOOG
## 3292  0.7080736920 2021-04-23   GOOG
## 3302  0.7044326059 2021-04-26   GOOG
## 3312  0.7007537333 2021-04-27   GOOG
## 3322  0.6905020069 2021-04-28   GOOG
## 3332  0.6797625528 2021-04-29   GOOG
## 3342  0.6809005154 2021-04-30   GOOG
## 3352  0.6806504061 2021-05-03   GOOG
## 3362  0.6826869600 2021-05-04   GOOG
## 3372  0.6837162450 2021-05-05   GOOG
## 3382  0.6861024769 2021-05-06   GOOG
## 3392  0.6856567599 2021-05-07   GOOG
## 3402  0.6862361868 2021-05-10   GOOG
## 3412  0.6867872665 2021-05-11   GOOG
## 3422  0.6909347365 2021-05-12   GOOG
## 3432  0.6959830642 2021-05-13   GOOG
## 3442  0.6980132766 2021-05-14   GOOG
## 3452  0.6963329780 2021-05-17   GOOG
## 3462  0.6914097878 2021-05-18   GOOG
## 3472  0.6921525336 2021-05-19   GOOG
## 3482  0.6943496672 2021-05-20   GOOG
## 3492  0.6942320247 2021-05-21   GOOG
## 3502  0.6968085119 2021-05-24   GOOG
## 3512  0.6910660467 2021-05-25   GOOG
## 3522  0.6905394475 2021-05-26   GOOG
## 3532  0.6952897225 2021-05-27   GOOG
## 3542  0.6948365622 2021-05-28   GOOG
## 3552  0.6945029351 2021-06-01   GOOG
## 3562  0.6857003330 2021-06-02   GOOG
## 3572  0.6881864168 2021-06-03   GOOG
## 3582  0.6598218638 2021-06-04   GOOG
## 3592  0.6554273290 2021-06-07   GOOG
## 3602  0.6880552056 2021-06-08   GOOG
## 3612  0.6908625489 2021-06-09   GOOG
## 3622  0.6913674963 2021-06-10   GOOG
## 3632  0.6760898531 2021-06-11   GOOG
## 3642  0.6816311965 2021-06-14   GOOG
## 3652  0.6817941258 2021-06-15   GOOG
## 3662  0.6863259970 2021-06-16   GOOG
## 3672  0.6862970305 2021-06-17   GOOG
## 3682  0.6852978529 2021-06-18   GOOG
## 3692  0.6846457936 2021-06-21   GOOG
## 3702  0.6828855582 2021-06-22   GOOG
## 3712  0.6866845171 2021-06-23   GOOG
## 3722  0.6860062275 2021-06-24   GOOG
## 3732  0.6825291884 2021-06-25   GOOG
## 3742  0.6818412664 2021-06-28   GOOG
## 3752  0.6795480809 2021-06-29   GOOG
## 3762  0.6815083172 2021-06-30   GOOG
## 3772  0.6788803517 2021-07-01   GOOG
## 3782  0.6805802207 2021-07-02   GOOG
## 3792  0.6792728499 2021-07-06   GOOG
## 3802  0.6778869369 2021-07-07   GOOG
## 3812  0.6754710730 2021-07-08   GOOG
## 3822  0.6737368256 2021-07-09   GOOG
## 3832  0.6738432688 2021-07-12   GOOG
## 3842  0.6755970001 2021-07-13   GOOG
## 3852  0.6749285135 2021-07-14   GOOG
## 3862  0.6760297870 2021-07-15   GOOG
## 3872  0.6693059110 2021-07-16   GOOG
## 3882  0.6748346409 2021-07-19   GOOG
## 3892  0.6759147671 2021-07-20   GOOG
## 3902  0.6755798589 2021-07-21   GOOG
## 3912  0.6791499545 2021-07-22   GOOG
## 3922  0.6824419927 2021-07-23   GOOG
## 3932  0.6867944593 2021-07-26   GOOG
## 3942  0.6867486804 2021-07-27   GOOG
## 3952  0.6881218252 2021-07-28   GOOG
## 3962  0.6871906190 2021-07-29   GOOG
## 3972  0.6886342321 2021-07-30   GOOG
## 3982  0.6879580392 2021-08-02   GOOG
## 3992  0.6839309099 2021-08-03   GOOG
## 4002  0.6837076831 2021-08-04   GOOG
## 4012  0.6857005422 2021-08-05   GOOG
## 4022  0.6855507084 2021-08-06   GOOG
## 4032  0.6821876686 2021-08-09   GOOG
## 4042  0.6821985095 2021-08-10   GOOG
## 4052  0.6844090279 2021-08-11   GOOG
## 4062  0.6782652089 2021-08-12   GOOG
## 4072  0.6774695560 2021-08-13   GOOG
## 4082  0.6752075081 2021-08-16   GOOG
## 4092  0.6788539219 2021-08-17   GOOG
## 4102  0.6786568573 2021-08-18   GOOG
## 4112  0.6777810673 2021-08-19   GOOG
## 4122  0.6787240613 2021-08-20   GOOG
## 4132  0.6795013496 2021-08-23   GOOG
## 4142  0.6748138147 2021-08-24   GOOG
## 4152  0.6748283453 2021-08-25   GOOG
## 4162  0.6769330587 2021-08-26   GOOG
## 4172  0.6798262175 2021-08-27   GOOG
## 4182  0.6816035787 2021-08-30   GOOG
## 4192  0.6558465119 2021-08-31   GOOG
## 4202  0.6532512168 2021-09-01   GOOG
## 4212  0.6459651282 2021-09-02   GOOG
## 4222  0.6352160315 2021-09-03   GOOG
## 4232  0.6320903566 2021-09-07   GOOG
## 4242  0.6938374511 2021-09-08   GOOG
## 4252  0.7020249142 2021-09-09   GOOG
## 4262  0.7058285125 2021-09-10   GOOG
## 4272  0.7096471564 2021-09-13   GOOG
## 4282  0.7087414538 2021-09-14   GOOG
## 4292  0.7108185059 2021-09-15   GOOG
## 4302  0.7111896353 2021-09-16   GOOG
## 4312  0.7154596211 2021-09-17   GOOG
## 4322  0.7216944990 2021-09-20   GOOG
## 4332  0.7213642766 2021-09-21   GOOG
## 4342  0.7211340243 2021-09-22   GOOG
## 4352  0.7188887135 2021-09-23   GOOG
## 4362  0.7159611954 2021-09-24   GOOG
## 4372  0.7164500253 2021-09-27   GOOG
## 4382  0.7309392397 2021-09-28   GOOG
## 4392  0.7134895730 2021-09-29   GOOG
## 4402  0.7162919950 2021-09-30   GOOG
## 4412  0.7172299756 2021-10-01   GOOG
## 4422  0.7238486640 2021-10-04   GOOG
## 4432  0.7199684394 2021-10-05   GOOG
## 4442  0.7398955962 2021-10-06   GOOG
## 4452  0.7327387386 2021-10-07   GOOG
## 4462  0.7416927370 2021-10-08   GOOG
## 4472  0.7420592521 2021-10-11   GOOG
## 4482  0.7425268178 2021-10-12   GOOG
## 4492  0.7392658488 2021-10-13   GOOG
## 4502  0.7591392899 2021-10-14   GOOG
## 4512  0.7583899968 2021-10-15   GOOG
## 4522  0.7626146177 2021-10-18   GOOG
## 4532  0.7629748012 2021-10-19   GOOG
## 4542  0.7491381741 2021-10-20   GOOG
## 4552  0.7492889124 2021-10-21   GOOG
## 4562  0.7413018164 2021-10-22   GOOG
## 4572  0.7477471438 2021-10-25   GOOG
## 4582  0.7473945530 2021-10-26   GOOG
## 4592  0.6954933545 2021-10-27   GOOG
## 4602  0.7084348412 2021-10-28   GOOG
## 4612  0.7091712831 2021-10-29   GOOG
## 4622  0.6920266285 2021-11-01   GOOG
## 4632  0.6918288629 2021-11-02   GOOG
## 4642  0.6858017635 2021-11-03   GOOG
## 4652  0.6764838413 2021-11-04   GOOG
## 4662  0.6763629761 2021-11-05   GOOG
## 4672  0.6772086685 2021-11-08   GOOG
## 4682  0.6766418432 2021-11-09   GOOG
## 4692  0.6801048606 2021-11-10   GOOG
## 4702  0.6824001600 2021-11-11   GOOG
## 4712  0.6844183743 2021-11-12   GOOG
## 4722  0.6835898400 2021-11-15   GOOG
## 4732  0.6778925903 2021-11-16   GOOG
## 4742  0.6784592642 2021-11-17   GOOG
## 4752  0.6807008582 2021-11-18   GOOG
## 4762  0.6809473738 2021-11-19   GOOG
## 4772  0.6852022946 2021-11-22   GOOG
## 4782  0.6820261913 2021-11-23   GOOG
## 4792  0.6767801877 2021-11-24   GOOG
## 4802  0.6898678934 2021-11-26   GOOG
## 4812  0.6967338560 2021-11-29   GOOG
## 4822  0.7228804084 2021-11-30   GOOG
## 4832  0.7199936272 2021-12-01   GOOG
## 4842  0.7212592269 2021-12-02   GOOG
## 4852  0.7247160291 2021-12-03   GOOG
## 4862  0.7222938379 2021-12-06   GOOG
## 4872  0.7321500434 2021-12-07   GOOG
## 4882  0.7312643351 2021-12-08   GOOG
## 4892  0.7308957243 2021-12-09   GOOG
## 4902  0.7241549465 2021-12-10   GOOG
## 4912  0.7240904664 2021-12-13   GOOG
## 4922  0.7122123111 2021-12-14   GOOG
## 4932  0.7146774175 2021-12-15   GOOG
## 4942  0.7119801079 2021-12-16   GOOG
## 4952  0.7160792562 2021-12-17   GOOG
## 4962  0.7119646873 2021-12-20   GOOG
## 4972  0.7122688235 2021-12-21   GOOG
## 4982  0.7118927045 2021-12-22   GOOG
## 4992  0.7105974625 2021-12-23   GOOG
## 5002  0.7046354564 2021-12-27   GOOG
## 5012  0.7041240433 2021-12-28   GOOG
## 5022  0.7046836530 2021-12-29   GOOG
## 5032  0.7083907573 2021-12-30   GOOG
## 5042  0.7089082015 2021-12-31   GOOG
## 5052  0.7095379967 2022-01-03   GOOG
## 5062  0.7100953495 2022-01-04   GOOG
## 5072  0.7252315063 2022-01-05   GOOG
## 5082  0.7228877166 2022-01-06   GOOG
## 5092  0.7241264353 2022-01-07   GOOG
## 5102  0.7215302416 2022-01-10   GOOG
## 5112  0.7235556823 2022-01-11   GOOG
## 5122  0.7227096154 2022-01-12   GOOG
## 5132  0.7278042055 2022-01-13   GOOG
## 5142  0.7276204873 2022-01-14   GOOG
## 5152  0.7355946884 2022-01-18   GOOG
## 5162  0.7348772290 2022-01-19   GOOG
## 5172  0.7385393154 2022-01-20   GOOG
## 5182  0.7481000630 2022-01-21   GOOG
## 5192  0.7500365877 2022-01-24   GOOG
## 5202  0.7544479820 2022-01-25   GOOG
## 5212  0.7472470586 2022-01-26   GOOG
## 5222  0.7460211280 2022-01-27   GOOG
## 5232  0.7569949071 2022-01-28   GOOG
## 5242  0.7596564187 2022-01-31   GOOG
## 5252  0.7612729885 2022-02-01   GOOG
## 5262  0.7351184233 2022-02-02   GOOG
## 5272  0.7466656126 2022-02-03   GOOG
## 5282  0.7449517921 2022-02-04   GOOG
## 5292  0.7426902875 2022-02-07   GOOG
## 5302  0.7412160217 2022-02-08   GOOG
## 5312  0.7428950753 2022-02-09   GOOG
## 5322  0.7486926002 2022-02-10   GOOG
## 5332  0.7558431702 2022-02-11   GOOG
## 5342  0.7541295644 2022-02-14   GOOG
## 5352  0.7522379982 2022-02-15   GOOG
## 5362  0.7516650226 2022-02-16   GOOG
## 5372  0.7640810035 2022-02-17   GOOG
## 5382  0.7624340085 2022-02-18   GOOG
## 5392  0.7615476491 2022-02-22   GOOG
## 5402  0.7601071355 2022-02-23   GOOG
## 5412  0.7645322528 2022-02-24   GOOG
## 5422  0.7607788607 2022-02-25   GOOG
## 5432  0.7607070877 2022-02-28   GOOG
## 5442  0.7577989782 2022-03-01   GOOG
## 5452  0.7518852685 2022-03-02   GOOG
## 5462  0.7520408949 2022-03-03   GOOG
## 5472  0.7527604438 2022-03-04   GOOG
## 5482  0.7660576730 2022-03-07   GOOG
## 5492  0.7635025517 2022-03-08   GOOG
## 5502  0.7749208798 2022-03-09   GOOG
## 5512  0.7749419640 2022-03-10   GOOG
## 5522  0.7765614979 2022-03-11   GOOG
## 5532  0.7764756468 2022-03-14   GOOG
## 5542  0.7791859162 2022-03-15   GOOG
## 5552  0.7845629483 2022-03-16   GOOG
## 5562  0.7835320130 2022-03-17   GOOG
## 5572  0.7849681613 2022-03-18   GOOG
## 5582  0.7848815520 2022-03-21   GOOG
## 5592  0.7859228476 2022-03-22   GOOG
## 5602  0.7874950430 2022-03-23   GOOG
## 5612  0.7894485268 2022-03-24   GOOG
## 5622  0.7885210748 2022-03-25   GOOG
## 5632  0.7871050010 2022-03-28   GOOG
## 5642  0.7872663098 2022-03-29   GOOG
## 5652  0.7870689202 2022-03-30   GOOG
## 5662  0.7892121568 2022-03-31   GOOG
## 5672  0.7883421308 2022-04-01   GOOG
## 1503  0.1321711431 2020-08-06   NVAX
## 1513  0.1316636489 2020-08-07   NVAX
## 1523  0.1317277812 2020-08-10   NVAX
## 1533  0.1337796473 2020-08-11   NVAX
## 1543  0.1272274078 2020-08-12   NVAX
## 1553  0.1284373969 2020-08-13   NVAX
## 1563  0.1279882652 2020-08-14   NVAX
## 1573  0.1284591471 2020-08-17   NVAX
## 1583  0.1277760848 2020-08-18   NVAX
## 1593  0.1278401996 2020-08-19   NVAX
## 1603  0.1264520730 2020-08-20   NVAX
## 1613  0.1254240101 2020-08-21   NVAX
## 1623  0.1337986514 2020-08-24   NVAX
## 1633  0.1379941684 2020-08-25   NVAX
## 1643  0.1378403788 2020-08-26   NVAX
## 1653  0.1373296867 2020-08-27   NVAX
## 1663  0.1401906126 2020-08-28   NVAX
## 1673  0.1462024363 2020-08-31   NVAX
## 1683  0.1447853972 2020-09-01   NVAX
## 1693  0.1431318557 2020-09-02   NVAX
## 1703  0.1472082155 2020-09-03   NVAX
## 1713  0.1519973110 2020-09-04   NVAX
## 1723  0.1577358472 2020-09-08   NVAX
## 1733  0.1602842832 2020-09-09   NVAX
## 1743  0.1602090153 2020-09-10   NVAX
## 1753  0.1594443299 2020-09-11   NVAX
## 1763  0.1604435474 2020-09-14   NVAX
## 1773  0.1606649519 2020-09-15   NVAX
## 1783  0.1597623265 2020-09-16   NVAX
## 1793  0.1610050008 2020-09-17   NVAX
## 1803  0.1629825021 2020-09-18   NVAX
## 1813  0.1630973035 2020-09-21   NVAX
## 1823  0.1632147604 2020-09-22   NVAX
## 1833  0.1684098397 2020-09-23   NVAX
## 1843  0.1673967723 2020-09-24   NVAX
## 1853  0.1741787675 2020-09-25   NVAX
## 1863  0.1700158710 2020-09-28   NVAX
## 1873  0.1727899380 2020-09-29   NVAX
## 1883  0.2037734756 2020-09-30   NVAX
## 1893  0.2160425573 2020-10-01   NVAX
## 1903  0.2615006377 2020-10-02   NVAX
## 1913  0.2558975343 2020-10-05   NVAX
## 1923  0.2555208610 2020-10-06   NVAX
## 1933  0.2693925232 2020-10-07   NVAX
## 1943  0.2676128874 2020-10-08   NVAX
## 1953  0.2273560804 2020-10-09   NVAX
## 1963  0.2225659377 2020-10-12   NVAX
## 1973  0.2200456706 2020-10-13   NVAX
## 1983  0.1915337142 2020-10-14   NVAX
## 1993  0.2364024128 2020-10-15   NVAX
## 2003  0.1662520548 2020-10-16   NVAX
## 2013  0.1122460180 2020-10-19   NVAX
## 2023  0.1389411861 2020-10-20   NVAX
## 2033  0.1397909839 2020-10-21   NVAX
## 2043  0.1179599755 2020-10-22   NVAX
## 2053  0.1227494436 2020-10-23   NVAX
## 2063  0.0753285288 2020-10-26   NVAX
## 2073  0.0798318521 2020-10-27   NVAX
## 2083  0.0823365655 2020-10-28   NVAX
## 2093  0.0888278214 2020-10-29   NVAX
## 2103  0.0835935597 2020-10-30   NVAX
## 2113  0.0786827231 2020-11-02   NVAX
## 2123  0.0863154100 2020-11-03   NVAX
## 2133  0.0921678261 2020-11-04   NVAX
## 2143  0.1072966180 2020-11-05   NVAX
## 2153  0.1081296746 2020-11-06   NVAX
## 2163  0.1062444677 2020-11-09   NVAX
## 2173  0.0864464588 2020-11-10   NVAX
## 2183  0.0900774474 2020-11-11   NVAX
## 2193  0.0877790739 2020-11-12   NVAX
## 2203  0.0906847840 2020-11-13   NVAX
## 2213  0.0816163521 2020-11-16   NVAX
## 2223  0.0805644500 2020-11-17   NVAX
## 2233  0.0783831485 2020-11-18   NVAX
## 2243  0.1051127790 2020-11-19   NVAX
## 2253  0.0857327417 2020-11-20   NVAX
## 2263  0.0902745374 2020-11-23   NVAX
## 2273  0.0896418242 2020-11-24   NVAX
## 2283  0.0913663913 2020-11-25   NVAX
## 2293  0.0873121621 2020-11-27   NVAX
## 2303  0.0820601326 2020-11-30   NVAX
## 2313  0.0935528391 2020-12-01   NVAX
## 2323  0.0919211659 2020-12-02   NVAX
## 2333  0.0823701957 2020-12-03   NVAX
## 2343  0.0802099632 2020-12-04   NVAX
## 2353  0.0824645774 2020-12-07   NVAX
## 2363  0.0796165659 2020-12-08   NVAX
## 2373  0.0801547196 2020-12-09   NVAX
## 2383  0.0789095241 2020-12-10   NVAX
## 2393  0.0823802313 2020-12-11   NVAX
## 2403  0.1745737317 2020-12-14   NVAX
## 2413  0.1744061862 2020-12-15   NVAX
## 2423  0.1800399547 2020-12-16   NVAX
## 2433  0.1814459210 2020-12-17   NVAX
## 2443  0.1329780396 2020-12-18   NVAX
## 2453  0.1281436432 2020-12-21   NVAX
## 2463  0.1337855871 2020-12-22   NVAX
## 2473  0.1283935202 2020-12-23   NVAX
## 2483  0.1298771032 2020-12-24   NVAX
## 2493  0.1193434447 2020-12-28   NVAX
## 2503  0.1265035535 2020-12-29   NVAX
## 2513  0.1259612769 2020-12-30   NVAX
## 2523  0.1219658097 2020-12-31   NVAX
## 2533  0.1191236095 2021-01-04   NVAX
## 2543  0.1245533726 2021-01-05   NVAX
## 2553  0.1408402286 2021-01-06   NVAX
## 2563  0.1435430937 2021-01-07   NVAX
## 2573  0.1370354670 2021-01-08   NVAX
## 2583  0.1441841680 2021-01-11   NVAX
## 2593  0.1452236969 2021-01-12   NVAX
## 2603  0.1439747909 2021-01-13   NVAX
## 2613  0.1471923600 2021-01-14   NVAX
## 2623  0.1476134388 2021-01-15   NVAX
## 2633  0.1417535301 2021-01-19   NVAX
## 2643  0.1363018816 2021-01-20   NVAX
## 2653  0.1395932303 2021-01-21   NVAX
## 2663  0.1389670850 2021-01-22   NVAX
## 2673  0.1462177730 2021-01-25   NVAX
## 2683  0.1465458033 2021-01-26   NVAX
## 2693  0.1351959360 2021-01-27   NVAX
## 2703  0.1682059667 2021-01-28   NVAX
## 2713  0.0509388447 2021-01-29   NVAX
## 2723  0.0553167227 2021-02-01   NVAX
## 2733  0.0457192379 2021-02-02   NVAX
## 2743  0.0469069854 2021-02-03   NVAX
## 2753  0.0468915489 2021-02-04   NVAX
## 2763  0.0469744002 2021-02-05   NVAX
## 2773  0.0557200073 2021-02-08   NVAX
## 2783  0.0871753683 2021-02-09   NVAX
## 2793  0.0921229343 2021-02-10   NVAX
## 2803  0.0905645719 2021-02-11   NVAX
## 2813  0.0918747311 2021-02-12   NVAX
## 2823  0.1027743192 2021-02-16   NVAX
## 2833  0.0978642464 2021-02-17   NVAX
## 2843  0.0994698818 2021-02-18   NVAX
## 2853  0.1016420950 2021-02-19   NVAX
## 2863  0.1099944058 2021-02-22   NVAX
## 2873  0.1114490358 2021-02-23   NVAX
## 2883  0.1094962356 2021-02-24   NVAX
## 2893  0.1240042290 2021-02-25   NVAX
## 2903  0.1166976491 2021-02-26   NVAX
## 2913  0.1189839202 2021-03-01   NVAX
## 2923  0.1275336738 2021-03-02   NVAX
## 2933  0.1439977230 2021-03-03   NVAX
## 2943  0.1618814016 2021-03-04   NVAX
## 2953  0.1745204281 2021-03-05   NVAX
## 2963  0.1802092163 2021-03-08   NVAX
## 2973  0.1831510370 2021-03-09   NVAX
## 2983  0.1834606238 2021-03-10   NVAX
## 2993  0.1854376244 2021-03-11   NVAX
## 3003  0.1865776233 2021-03-12   NVAX
## 3013  0.1889401216 2021-03-15   NVAX
## 3023  0.1880714529 2021-03-16   NVAX
## 3033  0.1788134275 2021-03-17   NVAX
## 3043  0.2069621026 2021-03-18   NVAX
## 3053  0.2083042157 2021-03-19   NVAX
## 3063  0.2116342008 2021-03-22   NVAX
## 3073  0.2156627726 2021-03-23   NVAX
## 3083  0.2205372057 2021-03-24   NVAX
## 3093  0.2148235494 2021-03-25   NVAX
## 3103  0.2164881632 2021-03-26   NVAX
## 3113  0.2179582520 2021-03-29   NVAX
## 3123  0.2320217689 2021-03-30   NVAX
## 3133  0.2343452180 2021-03-31   NVAX
## 3143  0.2352222911 2021-04-01   NVAX
## 3153  0.2292634058 2021-04-05   NVAX
## 3163  0.2293472539 2021-04-06   NVAX
## 3173  0.2295922740 2021-04-07   NVAX
## 3183  0.2334720602 2021-04-08   NVAX
## 3193  0.2383315687 2021-04-09   NVAX
## 3203  0.2471918888 2021-04-12   NVAX
## 3213  0.2411842998 2021-04-13   NVAX
## 3223  0.2235433702 2021-04-14   NVAX
## 3233  0.2161281521 2021-04-15   NVAX
## 3243  0.2221044151 2021-04-16   NVAX
## 3253  0.2238329499 2021-04-19   NVAX
## 3263  0.2200023476 2021-04-20   NVAX
## 3273  0.2197625862 2021-04-21   NVAX
## 3283  0.2272537453 2021-04-22   NVAX
## 3293  0.2235380712 2021-04-23   NVAX
## 3303  0.2171158139 2021-04-26   NVAX
## 3313  0.2145197134 2021-04-27   NVAX
## 3323  0.2152728361 2021-04-28   NVAX
## 3333  0.1958274359 2021-04-29   NVAX
## 3343  0.1959188223 2021-04-30   NVAX
## 3353  0.1790008886 2021-05-03   NVAX
## 3363  0.1886498458 2021-05-04   NVAX
## 3373  0.1872051632 2021-05-05   NVAX
## 3383  0.1872634006 2021-05-06   NVAX
## 3393  0.1893755602 2021-05-07   NVAX
## 3403  0.1971302524 2021-05-10   NVAX
## 3413  0.2012719640 2021-05-11   NVAX
## 3423  0.2111840717 2021-05-12   NVAX
## 3433  0.2031877307 2021-05-13   NVAX
## 3443  0.2110267875 2021-05-14   NVAX
## 3453  0.2088318977 2021-05-17   NVAX
## 3463  0.2087096537 2021-05-18   NVAX
## 3473  0.2140583284 2021-05-19   NVAX
## 3483  0.2129266538 2021-05-20   NVAX
## 3493  0.2132076256 2021-05-21   NVAX
## 3503  0.2138190811 2021-05-24   NVAX
## 3513  0.2081670555 2021-05-25   NVAX
## 3523  0.2097035883 2021-05-26   NVAX
## 3533  0.2079916821 2021-05-27   NVAX
## 3543  0.2074040765 2021-05-28   NVAX
## 3553  0.2078357257 2021-06-01   NVAX
## 3563  0.1962849645 2021-06-02   NVAX
## 3573  0.1966786371 2021-06-03   NVAX
## 3583  0.1749589786 2021-06-04   NVAX
## 3593  0.1675222719 2021-06-07   NVAX
## 3603  0.1573502431 2021-06-08   NVAX
## 3613  0.1547169871 2021-06-09   NVAX
## 3623  0.1540735770 2021-06-10   NVAX
## 3633  0.1496018909 2021-06-11   NVAX
## 3643  0.1410703228 2021-06-14   NVAX
## 3653  0.1432799736 2021-06-15   NVAX
## 3663  0.1477770715 2021-06-16   NVAX
## 3673  0.1453837316 2021-06-17   NVAX
## 3683  0.1450754899 2021-06-18   NVAX
## 3693  0.1565193007 2021-06-21   NVAX
## 3703  0.1528897979 2021-06-22   NVAX
## 3713  0.1620018995 2021-06-23   NVAX
## 3723  0.1631602581 2021-06-24   NVAX
## 3733  0.1589944777 2021-06-25   NVAX
## 3743  0.1607314370 2021-06-28   NVAX
## 3753  0.1598429209 2021-06-29   NVAX
## 3763  0.1569310858 2021-06-30   NVAX
## 3773  0.1576098683 2021-07-01   NVAX
## 3783  0.1599235787 2021-07-02   NVAX
## 3793  0.1614347187 2021-07-06   NVAX
## 3803  0.1634745313 2021-07-07   NVAX
## 3813  0.1769388738 2021-07-08   NVAX
## 3823  0.1750117054 2021-07-09   NVAX
## 3833  0.1754950951 2021-07-12   NVAX
## 3843  0.1792650529 2021-07-13   NVAX
## 3853  0.1783240785 2021-07-14   NVAX
## 3863  0.1785174575 2021-07-15   NVAX
## 3873  0.1704871632 2021-07-16   NVAX
## 3883  0.1450021226 2021-07-19   NVAX
## 3893  0.1431293718 2021-07-20   NVAX
## 3903  0.1460004930 2021-07-21   NVAX
## 3913  0.1508777563 2021-07-22   NVAX
## 3923  0.1472373052 2021-07-23   NVAX
## 3933  0.1429070269 2021-07-26   NVAX
## 3943  0.1447642528 2021-07-27   NVAX
## 3953  0.1434648834 2021-07-28   NVAX
## 3963  0.1402391896 2021-07-29   NVAX
## 3973  0.1432174958 2021-07-30   NVAX
## 3983  0.1423629893 2021-08-02   NVAX
## 3993  0.1541632150 2021-08-03   NVAX
## 4003  0.1419484512 2021-08-04   NVAX
## 4013  0.1442217883 2021-08-05   NVAX
## 4023  0.1432552671 2021-08-06   NVAX
## 4033  0.1431300592 2021-08-09   NVAX
## 4043  0.1413669938 2021-08-10   NVAX
## 4053  0.1389916010 2021-08-11   NVAX
## 4063  0.1372300621 2021-08-12   NVAX
## 4073  0.1403236458 2021-08-13   NVAX
## 4083  0.1337752697 2021-08-16   NVAX
## 4093  0.1323853388 2021-08-17   NVAX
## 4103  0.1358035792 2021-08-18   NVAX
## 4113  0.1369942097 2021-08-19   NVAX
## 4123  0.1390597328 2021-08-20   NVAX
## 4133  0.1446755734 2021-08-23   NVAX
## 4143  0.1488181759 2021-08-24   NVAX
## 4153  0.1488702515 2021-08-25   NVAX
## 4163  0.1527117547 2021-08-26   NVAX
## 4173  0.1498895203 2021-08-27   NVAX
## 4183  0.1497652279 2021-08-30   NVAX
## 4193  0.1632596287 2021-08-31   NVAX
## 4203  0.1615883872 2021-09-01   NVAX
## 4213  0.3293188812 2021-09-02   NVAX
## 4223  0.3047643529 2021-09-03   NVAX
## 4233  0.3040014425 2021-09-07   NVAX
## 4243  0.3056457278 2021-09-08   NVAX
## 4253  0.3104876725 2021-09-09   NVAX
## 4263  0.3149271347 2021-09-10   NVAX
## 4273  0.3083216107 2021-09-13   NVAX
## 4283  0.3069363432 2021-09-14   NVAX
## 4293  0.3049996608 2021-09-15   NVAX
## 4303  0.3039932742 2021-09-16   NVAX
## 4313  0.3037341175 2021-09-17   NVAX
## 4323  0.3089858528 2021-09-20   NVAX
## 4333  0.3096285045 2021-09-21   NVAX
## 4343  0.3077934767 2021-09-22   NVAX
## 4353  0.3209471927 2021-09-23   NVAX
## 4363  0.3110458492 2021-09-24   NVAX
## 4373  0.3131407689 2021-09-27   NVAX
## 4383  0.3390090612 2021-09-28   NVAX
## 4393  0.3258058812 2021-09-29   NVAX
## 4403  0.3236896156 2021-09-30   NVAX
## 4413  0.2959005649 2021-10-01   NVAX
## 4423  0.2838579522 2021-10-04   NVAX
## 4433  0.2592830413 2021-10-05   NVAX
## 4443  0.2333402757 2021-10-06   NVAX
## 4453  0.2145004703 2021-10-07   NVAX
## 4463  0.2076307294 2021-10-08   NVAX
## 4473  0.1944441539 2021-10-11   NVAX
## 4483  0.1940679364 2021-10-12   NVAX
## 4493  0.1844888204 2021-10-13   NVAX
## 4503  0.1871310408 2021-10-14   NVAX
## 4513  0.1766895384 2021-10-15   NVAX
## 4523  0.1786035922 2021-10-18   NVAX
## 4533  0.1742649247 2021-10-19   NVAX
## 4543  0.1586201931 2021-10-20   NVAX
## 4553  0.1607425569 2021-10-21   NVAX
## 4563  0.1582287087 2021-10-22   NVAX
## 4573  0.1504958237 2021-10-25   NVAX
## 4583  0.1428481215 2021-10-26   NVAX
## 4593  0.1467785840 2021-10-27   NVAX
## 4603  0.1511136790 2021-10-28   NVAX
## 4613  0.1499085616 2021-10-29   NVAX
## 4623  0.1488675514 2021-11-01   NVAX
## 4633  0.1504086221 2021-11-02   NVAX
## 4643  0.1472926383 2021-11-03   NVAX
## 4653  0.1540072968 2021-11-04   NVAX
## 4663  0.1472786040 2021-11-05   NVAX
## 4673  0.1468611770 2021-11-08   NVAX
## 4683  0.1469509890 2021-11-09   NVAX
## 4693  0.1486263140 2021-11-10   NVAX
## 4703  0.1481219130 2021-11-11   NVAX
## 4713  0.1454913512 2021-11-12   NVAX
## 4723  0.1482723888 2021-11-15   NVAX
## 4733  0.1480193995 2021-11-16   NVAX
## 4743  0.1396859999 2021-11-17   NVAX
## 4753  0.1390880586 2021-11-18   NVAX
## 4763  0.1324172271 2021-11-19   NVAX
## 4773  0.1243670431 2021-11-22   NVAX
## 4783  0.1205922656 2021-11-23   NVAX
## 4793  0.1211367711 2021-11-24   NVAX
## 4803  0.0839462640 2021-11-26   NVAX
## 4813  0.0638655147 2021-11-29   NVAX
## 4823  0.0391658923 2021-11-30   NVAX
## 4833  0.0553681652 2021-12-01   NVAX
## 4843  0.0206243365 2021-12-02   NVAX
## 4853  0.0282112713 2021-12-03   NVAX
## 4863  0.0005980596 2021-12-06   NVAX
## 4873  0.0676967753 2021-12-07   NVAX
## 4883  0.0672822077 2021-12-08   NVAX
## 4893  0.0680360308 2021-12-09   NVAX
## 4903  0.0470912418 2021-12-10   NVAX
## 4913  0.0264209410 2021-12-13   NVAX
## 4923  0.0026161128 2021-12-14   NVAX
## 4933  0.0247477364 2021-12-15   NVAX
## 4943 -0.0020994465 2021-12-16   NVAX
## 4953 -0.0157067735 2021-12-17   NVAX
## 4963  0.0007622096 2021-12-20   NVAX
## 4973 -0.0133623883 2021-12-21   NVAX
## 4983 -0.0224647801 2021-12-22   NVAX
## 4993 -0.0255093525 2021-12-23   NVAX
## 5003 -0.0475344154 2021-12-27   NVAX
## 5013 -0.0467916875 2021-12-28   NVAX
## 5023 -0.0472093560 2021-12-29   NVAX
## 5033 -0.0476817746 2021-12-30   NVAX
## 5043 -0.0438201036 2021-12-31   NVAX
## 5053 -0.0440985060 2022-01-03   NVAX
## 5063 -0.0456364032 2022-01-04   NVAX
## 5073 -0.0109132420 2022-01-05   NVAX
## 5083 -0.0166714713 2022-01-06   NVAX
## 5093 -0.0181763699 2022-01-07   NVAX
## 5103 -0.0198033728 2022-01-10   NVAX
## 5113 -0.0211826620 2022-01-11   NVAX
## 5123 -0.0202218163 2022-01-12   NVAX
## 5133  0.0073105603 2022-01-13   NVAX
## 5143  0.0073654660 2022-01-14   NVAX
## 5153  0.0312164213 2022-01-18   NVAX
## 5163  0.0346332176 2022-01-19   NVAX
## 5173  0.0371122551 2022-01-20   NVAX
## 5183  0.0467038100 2022-01-21   NVAX
## 5193  0.0382880667 2022-01-24   NVAX
## 5203  0.0370937072 2022-01-25   NVAX
## 5213  0.0363511774 2022-01-26   NVAX
## 5223  0.0408196026 2022-01-27   NVAX
## 5233  0.0771290489 2022-01-28   NVAX
## 5243  0.1011806036 2022-01-31   NVAX
## 5253  0.1029862493 2022-02-01   NVAX
## 5263  0.0964131583 2022-02-02   NVAX
## 5273  0.0940608618 2022-02-03   NVAX
## 5283  0.0939907594 2022-02-04   NVAX
## 5293  0.0907533600 2022-02-07   NVAX
## 5303  0.0847679974 2022-02-08   NVAX
## 5313  0.1017238575 2022-02-09   NVAX
## 5323  0.1082064556 2022-02-10   NVAX
## 5333  0.0997708919 2022-02-11   NVAX
## 5343  0.1029762113 2022-02-14   NVAX
## 5353  0.1162383909 2022-02-15   NVAX
## 5363  0.1167266375 2022-02-16   NVAX
## 5373  0.1255703163 2022-02-17   NVAX
## 5383  0.1501535489 2022-02-18   NVAX
## 5393  0.1549590305 2022-02-22   NVAX
## 5403  0.1644800744 2022-02-23   NVAX
## 5413  0.1759834330 2022-02-24   NVAX
## 5423  0.1821172156 2022-02-25   NVAX
## 5433  0.1827005918 2022-02-28   NVAX
## 5443  0.1770469387 2022-03-01   NVAX
## 5453  0.1818738563 2022-03-02   NVAX
## 5463  0.1855892996 2022-03-03   NVAX
## 5473  0.1913317398 2022-03-04   NVAX
## 5483  0.1922188593 2022-03-07   NVAX
## 5493  0.1859419749 2022-03-08   NVAX
## 5503  0.2141009749 2022-03-09   NVAX
## 5513  0.2115650168 2022-03-10   NVAX
## 5523  0.2279974062 2022-03-11   NVAX
## 5533  0.2314275900 2022-03-14   NVAX
## 5543  0.2350205361 2022-03-15   NVAX
## 5553  0.2427293865 2022-03-16   NVAX
## 5563  0.2433211842 2022-03-17   NVAX
## 5573  0.2467072541 2022-03-18   NVAX
## 5583  0.2515688444 2022-03-21   NVAX
## 5593  0.2598464252 2022-03-22   NVAX
## 5603  0.2611490187 2022-03-23   NVAX
## 5613  0.2632041542 2022-03-24   NVAX
## 5623  0.2538079142 2022-03-25   NVAX
## 5633  0.2486297388 2022-03-28   NVAX
## 5643  0.2565746634 2022-03-29   NVAX
## 5653  0.2582909399 2022-03-30   NVAX
## 5663  0.2564484970 2022-03-31   NVAX
## 5673  0.2580967451 2022-04-01   NVAX
## 1504  0.9260244648 2020-08-06   VISA
## 1514  0.9254942253 2020-08-07   VISA
## 1524  0.9256182070 2020-08-10   VISA
## 1534  0.9249659320 2020-08-11   VISA
## 1544  0.9249030881 2020-08-12   VISA
## 1554  0.9248571525 2020-08-13   VISA
## 1564  0.9249202652 2020-08-14   VISA
## 1574  0.9245571519 2020-08-17   VISA
## 1584  0.9245845297 2020-08-18   VISA
## 1594  0.9246795337 2020-08-19   VISA
## 1604  0.9243140649 2020-08-20   VISA
## 1614  0.9247978729 2020-08-21   VISA
## 1624  0.9256356718 2020-08-24   VISA
## 1634  0.9256256702 2020-08-25   VISA
## 1644  0.9258570878 2020-08-26   VISA
## 1654  0.9258514318 2020-08-27   VISA
## 1664  0.9252187109 2020-08-28   VISA
## 1674  0.9247062205 2020-08-31   VISA
## 1684  0.9250899281 2020-09-01   VISA
## 1694  0.9256354183 2020-09-02   VISA
## 1704  0.9273465947 2020-09-03   VISA
## 1714  0.9270731085 2020-09-04   VISA
## 1724  0.9269696564 2020-09-08   VISA
## 1734  0.9279983931 2020-09-09   VISA
## 1744  0.9279079319 2020-09-10   VISA
## 1754  0.9279088931 2020-09-11   VISA
## 1764  0.9280362388 2020-09-14   VISA
## 1774  0.9284191689 2020-09-15   VISA
## 1784  0.9285673978 2020-09-16   VISA
## 1794  0.9282275291 2020-09-17   VISA
## 1804  0.9286943712 2020-09-18   VISA
## 1814  0.9286421930 2020-09-21   VISA
## 1824  0.9287351481 2020-09-22   VISA
## 1834  0.9290724305 2020-09-23   VISA
## 1844  0.9289884429 2020-09-24   VISA
## 1854  0.9280789834 2020-09-25   VISA
## 1864  0.9281184491 2020-09-28   VISA
## 1874  0.9281194441 2020-09-29   VISA
## 1884  0.9276081337 2020-09-30   VISA
## 1894  0.9285370285 2020-10-01   VISA
## 1904  0.9271982640 2020-10-02   VISA
## 1914  0.9263474207 2020-10-05   VISA
## 1924  0.9254318822 2020-10-06   VISA
## 1934  0.9243991826 2020-10-07   VISA
## 1944  0.9242628288 2020-10-08   VISA
## 1954  0.9215953069 2020-10-09   VISA
## 1964  0.9183333605 2020-10-12   VISA
## 1974  0.9164278359 2020-10-13   VISA
## 1984  0.9177653967 2020-10-14   VISA
## 1994  0.9113791719 2020-10-15   VISA
## 2004  0.8902534340 2020-10-16   VISA
## 2014  0.8940509935 2020-10-19   VISA
## 2024  0.8891873552 2020-10-20   VISA
## 2034  0.8907590572 2020-10-21   VISA
## 2044  0.8905985151 2020-10-22   VISA
## 2054  0.8933440552 2020-10-23   VISA
## 2064  0.8730856875 2020-10-26   VISA
## 2074  0.8786094514 2020-10-27   VISA
## 2084  0.8849021608 2020-10-28   VISA
## 2094  0.8812598289 2020-10-29   VISA
## 2104  0.8822144652 2020-10-30   VISA
## 2114  0.8815351790 2020-11-02   VISA
## 2124  0.8767015514 2020-11-03   VISA
## 2134  0.8767424350 2020-11-04   VISA
## 2144  0.8769733711 2020-11-05   VISA
## 2154  0.8580084686 2020-11-06   VISA
## 2164  0.8354099731 2020-11-09   VISA
## 2174  0.8307319508 2020-11-10   VISA
## 2184  0.8351277323 2020-11-11   VISA
## 2194  0.8357761761 2020-11-12   VISA
## 2204  0.8323784353 2020-11-13   VISA
## 2214  0.8304698066 2020-11-16   VISA
## 2224  0.8382843296 2020-11-17   VISA
## 2234  0.8351888137 2020-11-18   VISA
## 2244  0.8323373463 2020-11-19   VISA
## 2254  0.8318057864 2020-11-20   VISA
## 2264  0.8271706847 2020-11-23   VISA
## 2274  0.8259629158 2020-11-24   VISA
## 2284  0.8262667506 2020-11-25   VISA
## 2294  0.8251002501 2020-11-27   VISA
## 2304  0.8251640605 2020-11-30   VISA
## 2314  0.8235304371 2020-12-01   VISA
## 2324  0.8222256577 2020-12-02   VISA
## 2334  0.8223705828 2020-12-03   VISA
## 2344  0.8217907343 2020-12-04   VISA
## 2354  0.8212626707 2020-12-07   VISA
## 2364  0.8227462547 2020-12-08   VISA
## 2374  0.8230244444 2020-12-09   VISA
## 2384  0.8222872435 2020-12-10   VISA
## 2394  0.8227364737 2020-12-11   VISA
## 2404  0.8184069144 2020-12-14   VISA
## 2414  0.8171461453 2020-12-15   VISA
## 2424  0.8165270446 2020-12-16   VISA
## 2434  0.8171906594 2020-12-17   VISA
## 2444  0.8090278043 2020-12-18   VISA
## 2454  0.8085268255 2020-12-21   VISA
## 2464  0.8053156824 2020-12-22   VISA
## 2474  0.8044671858 2020-12-23   VISA
## 2484  0.8027576835 2020-12-24   VISA
## 2494  0.8020319991 2020-12-28   VISA
## 2504  0.8049050384 2020-12-29   VISA
## 2514  0.8030224035 2020-12-30   VISA
## 2524  0.8026009233 2020-12-31   VISA
## 2534  0.8012540412 2021-01-04   VISA
## 2544  0.7942924673 2021-01-05   VISA
## 2554  0.7934631284 2021-01-06   VISA
## 2564  0.7929411989 2021-01-07   VISA
## 2574  0.7876959850 2021-01-08   VISA
## 2584  0.7907925713 2021-01-11   VISA
## 2594  0.7878058723 2021-01-12   VISA
## 2604  0.7906759243 2021-01-13   VISA
## 2614  0.7571554000 2021-01-14   VISA
## 2624  0.7540378055 2021-01-15   VISA
## 2634  0.7550276969 2021-01-19   VISA
## 2644  0.7607371654 2021-01-20   VISA
## 2654  0.7620100072 2021-01-21   VISA
## 2664  0.7618351858 2021-01-22   VISA
## 2674  0.7602781883 2021-01-25   VISA
## 2684  0.7590280389 2021-01-26   VISA
## 2694  0.7691242559 2021-01-27   VISA
## 2704  0.7616888982 2021-01-28   VISA
## 2714  0.7654140692 2021-01-29   VISA
## 2724  0.7643746285 2021-02-01   VISA
## 2734  0.7661611669 2021-02-02   VISA
## 2744  0.7660021713 2021-02-03   VISA
## 2754  0.7632674042 2021-02-04   VISA
## 2764  0.7627216067 2021-02-05   VISA
## 2774  0.7585770960 2021-02-08   VISA
## 2784  0.7563381891 2021-02-09   VISA
## 2794  0.7563690064 2021-02-10   VISA
## 2804  0.7516656149 2021-02-11   VISA
## 2814  0.7521998554 2021-02-12   VISA
## 2824  0.7497861364 2021-02-16   VISA
## 2834  0.7472451166 2021-02-17   VISA
## 2844  0.7425707997 2021-02-18   VISA
## 2854  0.7400218143 2021-02-19   VISA
## 2864  0.7289241967 2021-02-22   VISA
## 2874  0.7248346694 2021-02-23   VISA
## 2884  0.7268093221 2021-02-24   VISA
## 2894  0.7324938292 2021-02-25   VISA
## 2904  0.7333462847 2021-02-26   VISA
## 2914  0.7348700870 2021-03-01   VISA
## 2924  0.7339365285 2021-03-02   VISA
## 2934  0.7328631861 2021-03-03   VISA
## 2944  0.7346245496 2021-03-04   VISA
## 2954  0.7385505416 2021-03-05   VISA
## 2964  0.7376175996 2021-03-08   VISA
## 2974  0.7344234355 2021-03-09   VISA
## 2984  0.7347643743 2021-03-10   VISA
## 2994  0.7360363760 2021-03-11   VISA
## 3004  0.7348535444 2021-03-12   VISA
## 3014  0.7341636583 2021-03-15   VISA
## 3024  0.7331317961 2021-03-16   VISA
## 3034  0.7352034839 2021-03-17   VISA
## 3044  0.7372092584 2021-03-18   VISA
## 3054  0.7029370764 2021-03-19   VISA
## 3064  0.7031307051 2021-03-22   VISA
## 3074  0.7022924664 2021-03-23   VISA
## 3084  0.7018343539 2021-03-24   VISA
## 3094  0.7045989302 2021-03-25   VISA
## 3104  0.7097502305 2021-03-26   VISA
## 3114  0.7093757296 2021-03-29   VISA
## 3124  0.7086538476 2021-03-30   VISA
## 3134  0.7083213683 2021-03-31   VISA
## 3144  0.7097507961 2021-04-01   VISA
## 3154  0.7101757714 2021-04-05   VISA
## 3164  0.7103328992 2021-04-06   VISA
## 3174  0.7110731836 2021-04-07   VISA
## 3184  0.7109652175 2021-04-08   VISA
## 3194  0.7097973897 2021-04-09   VISA
## 3204  0.6991334059 2021-04-12   VISA
## 3214  0.6968244242 2021-04-13   VISA
## 3224  0.6918625939 2021-04-14   VISA
## 3234  0.6906897832 2021-04-15   VISA
## 3244  0.6901501407 2021-04-16   VISA
## 3254  0.6900076217 2021-04-19   VISA
## 3264  0.6883251716 2021-04-20   VISA
## 3274  0.6900521929 2021-04-21   VISA
## 3284  0.6879202978 2021-04-22   VISA
## 3294  0.6910524088 2021-04-23   VISA
## 3304  0.6892149687 2021-04-26   VISA
## 3314  0.6849276132 2021-04-27   VISA
## 3324  0.6798135041 2021-04-28   VISA
## 3334  0.6727223113 2021-04-29   VISA
## 3344  0.6747048845 2021-04-30   VISA
## 3354  0.6748647277 2021-05-03   VISA
## 3364  0.6722328542 2021-05-04   VISA
## 3374  0.6708780906 2021-05-05   VISA
## 3384  0.6722208495 2021-05-06   VISA
## 3394  0.6719107121 2021-05-07   VISA
## 3404  0.6751231267 2021-05-10   VISA
## 3414  0.6744247111 2021-05-11   VISA
## 3424  0.6767754961 2021-05-12   VISA
## 3434  0.6791557236 2021-05-13   VISA
## 3444  0.6815363722 2021-05-14   VISA
## 3454  0.6799931092 2021-05-17   VISA
## 3464  0.6862384385 2021-05-18   VISA
## 3474  0.6854278564 2021-05-19   VISA
## 3484  0.6846390417 2021-05-20   VISA
## 3494  0.6847577833 2021-05-21   VISA
## 3504  0.6860360052 2021-05-24   VISA
## 3514  0.6831019070 2021-05-25   VISA
## 3524  0.6820104964 2021-05-26   VISA
## 3534  0.6828079867 2021-05-27   VISA
## 3544  0.6837681319 2021-05-28   VISA
## 3554  0.6840569315 2021-06-01   VISA
## 3564  0.6757897119 2021-06-02   VISA
## 3574  0.6760537318 2021-06-03   VISA
## 3584  0.6478624504 2021-06-04   VISA
## 3594  0.6435596235 2021-06-07   VISA
## 3604  0.6389144338 2021-06-08   VISA
## 3614  0.6358510244 2021-06-09   VISA
## 3624  0.6317676704 2021-06-10   VISA
## 3634  0.6210976232 2021-06-11   VISA
## 3644  0.6161877079 2021-06-14   VISA
## 3654  0.6170117739 2021-06-15   VISA
## 3664  0.6297939336 2021-06-16   VISA
## 3674  0.6281420408 2021-06-17   VISA
## 3684  0.6306404378 2021-06-18   VISA
## 3694  0.6297366110 2021-06-21   VISA
## 3704  0.6288706871 2021-06-22   VISA
## 3714  0.6274956752 2021-06-23   VISA
## 3724  0.6267618833 2021-06-24   VISA
## 3734  0.6232910717 2021-06-25   VISA
## 3744  0.6205722056 2021-06-28   VISA
## 3754  0.6164679721 2021-06-29   VISA
## 3764  0.6150588550 2021-06-30   VISA
## 3774  0.6169835252 2021-07-01   VISA
## 3784  0.6202439689 2021-07-02   VISA
## 3794  0.6192394040 2021-07-06   VISA
## 3804  0.6190411546 2021-07-07   VISA
## 3814  0.6237604216 2021-07-08   VISA
## 3824  0.6248482565 2021-07-09   VISA
## 3834  0.6243632747 2021-07-12   VISA
## 3844  0.6121641762 2021-07-13   VISA
## 3854  0.6101575661 2021-07-14   VISA
## 3864  0.6062744112 2021-07-15   VISA
## 3874  0.6018497007 2021-07-16   VISA
## 3884  0.6145674318 2021-07-19   VISA
## 3894  0.6145662822 2021-07-20   VISA
## 3904  0.6164485008 2021-07-21   VISA
## 3914  0.6178584782 2021-07-22   VISA
## 3924  0.6215131971 2021-07-23   VISA
## 3934  0.6205709452 2021-07-26   VISA
## 3944  0.6194838140 2021-07-27   VISA
## 3954  0.6163994602 2021-07-28   VISA
## 3964  0.6166196302 2021-07-29   VISA
## 3974  0.6176355556 2021-07-30   VISA
## 3984  0.6143500565 2021-08-02   VISA
## 3994  0.6036679338 2021-08-03   VISA
## 4004  0.6057975317 2021-08-04   VISA
## 4014  0.6100712143 2021-08-05   VISA
## 4024  0.6105257416 2021-08-06   VISA
## 4034  0.6139969712 2021-08-09   VISA
## 4044  0.6223934185 2021-08-10   VISA
## 4054  0.6245291179 2021-08-11   VISA
## 4064  0.6214517445 2021-08-12   VISA
## 4074  0.6207352360 2021-08-13   VISA
## 4084  0.6182240412 2021-08-16   VISA
## 4094  0.6214382209 2021-08-17   VISA
## 4104  0.6243426131 2021-08-18   VISA
## 4114  0.6298882884 2021-08-19   VISA
## 4124  0.6285813749 2021-08-20   VISA
## 4134  0.6322055761 2021-08-23   VISA
## 4144  0.6262941657 2021-08-24   VISA
## 4154  0.6250390766 2021-08-25   VISA
## 4164  0.6260805820 2021-08-26   VISA
## 4174  0.6289560539 2021-08-27   VISA
## 4184  0.6276459206 2021-08-30   VISA
## 4194  0.6047894801 2021-08-31   VISA
## 4204  0.6010189056 2021-09-01   VISA
## 4214  0.5756096526 2021-09-02   VISA
## 4224  0.5642489467 2021-09-03   VISA
## 4234  0.5540724455 2021-09-07   VISA
## 4244  0.5509100892 2021-09-08   VISA
## 4254  0.5454783995 2021-09-09   VISA
## 4264  0.5497478054 2021-09-10   VISA
## 4274  0.5564114738 2021-09-13   VISA
## 4284  0.5577517554 2021-09-14   VISA
## 4294  0.5573092895 2021-09-15   VISA
## 4304  0.5603515127 2021-09-16   VISA
## 4314  0.5655359907 2021-09-17   VISA
## 4324  0.5647977100 2021-09-20   VISA
## 4334  0.5646435273 2021-09-21   VISA
## 4344  0.5722853034 2021-09-22   VISA
## 4354  0.5822944333 2021-09-23   VISA
## 4364  0.5965623513 2021-09-24   VISA
## 4374  0.6008952338 2021-09-27   VISA
## 4384  0.6023565929 2021-09-28   VISA
## 4394  0.5850638938 2021-09-29   VISA
## 4404  0.5908107791 2021-09-30   VISA
## 4414  0.5888192866 2021-10-01   VISA
## 4424  0.5993597306 2021-10-04   VISA
## 4434  0.5970096551 2021-10-05   VISA
## 4444  0.5916869786 2021-10-06   VISA
## 4454  0.5875809241 2021-10-07   VISA
## 4464  0.6057850036 2021-10-08   VISA
## 4474  0.6165119478 2021-10-11   VISA
## 4484  0.6151895454 2021-10-12   VISA
## 4494  0.6094360565 2021-10-13   VISA
## 4504  0.6129233091 2021-10-14   VISA
## 4514  0.6188892279 2021-10-15   VISA
## 4524  0.6200946159 2021-10-18   VISA
## 4534  0.6244106339 2021-10-19   VISA
## 4544  0.6198599282 2021-10-20   VISA
## 4554  0.6740588542 2021-10-21   VISA
## 4564  0.6727349142 2021-10-22   VISA
## 4574  0.6767715407 2021-10-25   VISA
## 4584  0.6758855300 2021-10-26   VISA
## 4594  0.6324523879 2021-10-27   VISA
## 4604  0.5897825588 2021-10-28   VISA
## 4614  0.5904313239 2021-10-29   VISA
## 4624  0.5891650894 2021-11-01   VISA
## 4634  0.5833035386 2021-11-02   VISA
## 4644  0.5719395168 2021-11-03   VISA
## 4654  0.5702089437 2021-11-04   VISA
## 4664  0.5619656293 2021-11-05   VISA
## 4674  0.5585653833 2021-11-08   VISA
## 4684  0.5564593745 2021-11-09   VISA
## 4694  0.5437296963 2021-11-10   VISA
## 4704  0.5384289584 2021-11-11   VISA
## 4714  0.5405326385 2021-11-12   VISA
## 4724  0.5431692447 2021-11-15   VISA
## 4734  0.5373978365 2021-11-16   VISA
## 4744  0.5273121648 2021-11-17   VISA
## 4754  0.5256912285 2021-11-18   VISA
## 4764  0.5237294493 2021-11-19   VISA
## 4774  0.5191146981 2021-11-22   VISA
## 4784  0.5228130372 2021-11-23   VISA
## 4794  0.5171157621 2021-11-24   VISA
## 4804  0.5331417196 2021-11-26   VISA
## 4814  0.5224336736 2021-11-29   VISA
## 4824  0.5267019893 2021-11-30   VISA
## 4834  0.5298780303 2021-12-01   VISA
## 4844  0.5419510560 2021-12-02   VISA
## 4854  0.5440796923 2021-12-03   VISA
## 4864  0.5542852356 2021-12-06   VISA
## 4874  0.5652272846 2021-12-07   VISA
## 4884  0.5639813541 2021-12-08   VISA
## 4894  0.5552197339 2021-12-09   VISA
## 4904  0.5494250096 2021-12-10   VISA
## 4914  0.5535444883 2021-12-13   VISA
## 4924  0.5452433867 2021-12-14   VISA
## 4934  0.5430052993 2021-12-15   VISA
## 4944  0.5291970549 2021-12-16   VISA
## 4954  0.5317424622 2021-12-17   VISA
## 4964  0.5368117089 2021-12-20   VISA
## 4974  0.5508159318 2021-12-21   VISA
## 4984  0.5522605863 2021-12-22   VISA
## 4994  0.5494980863 2021-12-23   VISA
## 5004  0.5453497769 2021-12-27   VISA
## 5014  0.5450753656 2021-12-28   VISA
## 5024  0.5461158665 2021-12-29   VISA
## 5034  0.5458954176 2021-12-30   VISA
## 5044  0.5463723766 2021-12-31   VISA
## 5054  0.5484965904 2022-01-03   VISA
## 5064  0.5488040535 2022-01-04   VISA
## 5074  0.5468539932 2022-01-05   VISA
## 5084  0.5453338468 2022-01-06   VISA
## 5094  0.5475143766 2022-01-07   VISA
## 5104  0.5463088377 2022-01-10   VISA
## 5114  0.5490780516 2022-01-11   VISA
## 5124  0.5486394675 2022-01-12   VISA
## 5134  0.5440072123 2022-01-13   VISA
## 5144  0.5443138660 2022-01-14   VISA
## 5154  0.5279271329 2022-01-18   VISA
## 5164  0.5252517198 2022-01-19   VISA
## 5174  0.5238509289 2022-01-20   VISA
## 5184  0.5430068058 2022-01-21   VISA
## 5194  0.5325506783 2022-01-24   VISA
## 5204  0.5263203652 2022-01-25   VISA
## 5214  0.5216478459 2022-01-26   VISA
## 5224  0.5192070947 2022-01-27   VISA
## 5234  0.5549226016 2022-01-28   VISA
## 5244  0.5418835954 2022-01-31   VISA
## 5254  0.5447507694 2022-02-01   VISA
## 5264  0.5477189987 2022-02-02   VISA
## 5274  0.5482676882 2022-02-03   VISA
## 5284  0.5418300036 2022-02-04   VISA
## 5294  0.5428020662 2022-02-07   VISA
## 5304  0.5424541789 2022-02-08   VISA
## 5314  0.5423074258 2022-02-09   VISA
## 5324  0.5485239950 2022-02-10   VISA
## 5334  0.5435353625 2022-02-11   VISA
## 5344  0.5476952239 2022-02-14   VISA
## 5354  0.5495512114 2022-02-15   VISA
## 5364  0.5519800636 2022-02-16   VISA
## 5374  0.5565295100 2022-02-17   VISA
## 5384  0.5484278836 2022-02-18   VISA
## 5394  0.5476360713 2022-02-22   VISA
## 5404  0.5548220574 2022-02-23   VISA
## 5414  0.5538484606 2022-02-24   VISA
## 5424  0.5480229181 2022-02-25   VISA
## 5434  0.5478881838 2022-02-28   VISA
## 5444  0.5577403360 2022-03-01   VISA
## 5454  0.5512375090 2022-03-02   VISA
## 5464  0.5512082638 2022-03-03   VISA
## 5474  0.5534663415 2022-03-04   VISA
## 5484  0.5778186846 2022-03-07   VISA
## 5494  0.5798908209 2022-03-08   VISA
## 5504  0.5958051926 2022-03-09   VISA
## 5514  0.5949695664 2022-03-10   VISA
## 5524  0.5938460428 2022-03-11   VISA
## 5534  0.5861088834 2022-03-14   VISA
## 5544  0.5950524027 2022-03-15   VISA
## 5554  0.6039786459 2022-03-16   VISA
## 5564  0.6073047208 2022-03-17   VISA
## 5574  0.6109969410 2022-03-18   VISA
## 5584  0.6105603532 2022-03-21   VISA
## 5594  0.6108677797 2022-03-22   VISA
## 5604  0.6120522891 2022-03-23   VISA
## 5614  0.6133953831 2022-03-24   VISA
## 5624  0.6149205931 2022-03-25   VISA
## 5634  0.6146281402 2022-03-28   VISA
## 5644  0.6187739186 2022-03-29   VISA
## 5654  0.6207392689 2022-03-30   VISA
## 5664  0.6199611493 2022-03-31   VISA
## 5674  0.6188327308 2022-04-01   VISA
## 1505  0.7960686406 2020-08-06     FB
## 1515  0.7957599483 2020-08-07     FB
## 1525  0.7944162191 2020-08-10     FB
## 1535  0.7940067625 2020-08-11     FB
## 1545  0.7942343659 2020-08-12     FB
## 1555  0.7940368979 2020-08-13     FB
## 1565  0.7940288927 2020-08-14     FB
## 1575  0.7939720616 2020-08-17     FB
## 1585  0.7943138502 2020-08-18     FB
## 1595  0.7943239829 2020-08-19     FB
## 1605  0.7936251648 2020-08-20     FB
## 1615  0.7932076559 2020-08-21     FB
## 1625  0.7933987989 2020-08-24     FB
## 1635  0.7914981197 2020-08-25     FB
## 1645  0.7825027469 2020-08-26     FB
## 1655  0.7785184567 2020-08-27     FB
## 1665  0.7779450401 2020-08-28     FB
## 1675  0.7777782916 2020-08-31     FB
## 1685  0.7792963945 2020-09-01     FB
## 1695  0.7915745288 2020-09-02     FB
## 1705  0.7934833443 2020-09-03     FB
## 1715  0.7926972379 2020-09-04     FB
## 1725  0.7939774555 2020-09-08     FB
## 1735  0.7940301440 2020-09-09     FB
## 1745  0.7946468900 2020-09-10     FB
## 1755  0.7948936215 2020-09-11     FB
## 1765  0.7940832368 2020-09-14     FB
## 1775  0.7961908756 2020-09-15     FB
## 1785  0.7943383327 2020-09-16     FB
## 1795  0.7936757420 2020-09-17     FB
## 1805  0.7938155339 2020-09-18     FB
## 1815  0.7950486333 2020-09-21     FB
## 1825  0.7952712512 2020-09-22     FB
## 1835  0.7962288907 2020-09-23     FB
## 1845  0.7960785557 2020-09-24     FB
## 1855  0.7941790636 2020-09-25     FB
## 1865  0.7935242694 2020-09-28     FB
## 1875  0.7920770781 2020-09-29     FB
## 1885  0.7894074508 2020-09-30     FB
## 1895  0.7907599546 2020-10-01     FB
## 1905  0.7925759747 2020-10-02     FB
## 1915  0.7913920143 2020-10-05     FB
## 1925  0.7910771175 2020-10-06     FB
## 1935  0.7873720510 2020-10-07     FB
## 1945  0.7865849485 2020-10-08     FB
## 1955  0.7790961775 2020-10-09     FB
## 1965  0.7753892838 2020-10-12     FB
## 1975  0.7711277509 2020-10-13     FB
## 1985  0.7518066312 2020-10-14     FB
## 1995  0.7315918921 2020-10-15     FB
## 2005  0.6618456971 2020-10-16     FB
## 2015  0.6694252079 2020-10-19     FB
## 2025  0.6746310576 2020-10-20     FB
## 2035  0.6711005577 2020-10-21     FB
## 2045  0.6705653506 2020-10-22     FB
## 2055  0.6706834862 2020-10-23     FB
## 2065  0.6481846648 2020-10-26     FB
## 2075  0.6548310922 2020-10-27     FB
## 2085  0.6632131033 2020-10-28     FB
## 2095  0.6550652817 2020-10-29     FB
## 2105  0.6442693590 2020-10-30     FB
## 2115  0.6446556226 2020-11-02     FB
## 2125  0.6350162128 2020-11-03     FB
## 2135  0.6473915817 2020-11-04     FB
## 2145  0.6461883556 2020-11-05     FB
## 2155  0.6265022862 2020-11-06     FB
## 2165  0.6087964634 2020-11-09     FB
## 2175  0.6045670716 2020-11-10     FB
## 2185  0.6062661513 2020-11-11     FB
## 2195  0.6067705965 2020-11-12     FB
## 2205  0.6070005924 2020-11-13     FB
## 2215  0.6088381447 2020-11-16     FB
## 2225  0.6104620110 2020-11-17     FB
## 2235  0.6123608342 2020-11-18     FB
## 2245  0.6137676636 2020-11-19     FB
## 2255  0.6046000473 2020-11-20     FB
## 2265  0.5946595368 2020-11-23     FB
## 2275  0.5990701184 2020-11-24     FB
## 2285  0.5969591588 2020-11-25     FB
## 2295  0.6039371249 2020-11-27     FB
## 2305  0.6032113405 2020-11-30     FB
## 2315  0.5939239570 2020-12-01     FB
## 2325  0.6146870207 2020-12-02     FB
## 2335  0.6171932629 2020-12-03     FB
## 2345  0.6147007165 2020-12-04     FB
## 2355  0.6117242989 2020-12-07     FB
## 2365  0.6130842375 2020-12-08     FB
## 2375  0.6140693038 2020-12-09     FB
## 2385  0.6161283615 2020-12-10     FB
## 2395  0.6162859930 2020-12-11     FB
## 2405  0.6154137205 2020-12-14     FB
## 2415  0.6108299275 2020-12-15     FB
## 2425  0.6108751669 2020-12-16     FB
## 2435  0.6102513783 2020-12-17     FB
## 2445  0.6154205721 2020-12-18     FB
## 2455  0.6231043117 2020-12-21     FB
## 2465  0.6180706086 2020-12-22     FB
## 2475  0.6204058397 2020-12-23     FB
## 2485  0.6205671951 2020-12-24     FB
## 2495  0.6266567221 2020-12-28     FB
## 2505  0.6343318959 2020-12-29     FB
## 2515  0.6329233935 2020-12-30     FB
## 2525  0.6333307947 2020-12-31     FB
## 2535  0.6360292689 2021-01-04     FB
## 2545  0.6365778091 2021-01-05     FB
## 2555  0.6363157255 2021-01-06     FB
## 2565  0.6377816159 2021-01-07     FB
## 2575  0.6367850074 2021-01-08     FB
## 2585  0.6384925767 2021-01-11     FB
## 2595  0.6476427033 2021-01-12     FB
## 2605  0.6473028947 2021-01-13     FB
## 2615  0.6432310751 2021-01-14     FB
## 2625  0.6333783254 2021-01-15     FB
## 2635  0.6329898686 2021-01-19     FB
## 2645  0.6362265998 2021-01-20     FB
## 2655  0.6347141456 2021-01-21     FB
## 2665  0.6337268933 2021-01-22     FB
## 2675  0.6371842058 2021-01-25     FB
## 2685  0.6357923545 2021-01-26     FB
## 2695  0.6421734561 2021-01-27     FB
## 2705  0.6264243149 2021-01-28     FB
## 2715  0.6301223274 2021-01-29     FB
## 2725  0.6110717372 2021-02-01     FB
## 2735  0.6106995669 2021-02-02     FB
## 2745  0.6067745755 2021-02-03     FB
## 2755  0.6078136010 2021-02-04     FB
## 2765  0.6109065067 2021-02-05     FB
## 2775  0.6047778172 2021-02-08     FB
## 2785  0.6069989826 2021-02-09     FB
## 2795  0.6056220896 2021-02-10     FB
## 2805  0.6070190946 2021-02-11     FB
## 2815  0.6079195535 2021-02-12     FB
## 2825  0.6035842828 2021-02-16     FB
## 2835  0.6056278204 2021-02-17     FB
## 2845  0.6074555479 2021-02-18     FB
## 2855  0.6072548121 2021-02-19     FB
## 2865  0.6068246498 2021-02-22     FB
## 2875  0.6042952109 2021-02-23     FB
## 2885  0.6015141069 2021-02-24     FB
## 2895  0.6120010861 2021-02-25     FB
## 2905  0.6047630356 2021-02-26     FB
## 2915  0.6087572939 2021-03-01     FB
## 2925  0.6103153510 2021-03-02     FB
## 2935  0.6102029479 2021-03-03     FB
## 2945  0.6021040401 2021-03-04     FB
## 2955  0.6069455923 2021-03-05     FB
## 2965  0.6175902213 2021-03-08     FB
## 2975  0.6242649874 2021-03-09     FB
## 2985  0.6243290602 2021-03-10     FB
## 2995  0.6276970185 2021-03-11     FB
## 3005  0.6330847789 2021-03-12     FB
## 3015  0.6345538250 2021-03-15     FB
## 3025  0.6341175971 2021-03-16     FB
## 3035  0.6315590766 2021-03-17     FB
## 3045  0.6328043907 2021-03-18     FB
## 3055  0.6254333222 2021-03-19     FB
## 3065  0.6260760076 2021-03-22     FB
## 3075  0.6268634305 2021-03-23     FB
## 3085  0.6276710463 2021-03-24     FB
## 3095  0.6259060666 2021-03-25     FB
## 3105  0.6278190549 2021-03-26     FB
## 3115  0.6244963572 2021-03-29     FB
## 3125  0.6235567580 2021-03-30     FB
## 3135  0.6252748506 2021-03-31     FB
## 3145  0.6336731089 2021-04-01     FB
## 3155  0.6440672693 2021-04-05     FB
## 3165  0.6445366927 2021-04-06     FB
## 3175  0.6428210848 2021-04-07     FB
## 3185  0.6422853064 2021-04-08     FB
## 3195  0.6379629177 2021-04-09     FB
## 3205  0.6294756462 2021-04-12     FB
## 3215  0.6262819575 2021-04-13     FB
## 3225  0.6148150441 2021-04-14     FB
## 3235  0.6188010130 2021-04-15     FB
## 3245  0.6150171579 2021-04-16     FB
## 3255  0.6161297591 2021-04-19     FB
## 3265  0.6181328572 2021-04-20     FB
## 3275  0.6154636410 2021-04-21     FB
## 3285  0.6170379307 2021-04-22     FB
## 3295  0.6152814391 2021-04-23     FB
## 3305  0.6149555776 2021-04-26     FB
## 3315  0.6122668266 2021-04-27     FB
## 3325  0.6083075299 2021-04-28     FB
## 3335  0.5950452484 2021-04-29     FB
## 3345  0.5967131369 2021-04-30     FB
## 3355  0.5931877339 2021-05-03     FB
## 3365  0.5964298686 2021-05-04     FB
## 3375  0.6018688239 2021-05-05     FB
## 3385  0.6042641875 2021-05-06     FB
## 3395  0.6021253805 2021-05-07     FB
## 3405  0.6038984762 2021-05-10     FB
## 3415  0.5996996164 2021-05-11     FB
## 3425  0.5935213842 2021-05-12     FB
## 3435  0.6005848329 2021-05-13     FB
## 3445  0.6045905680 2021-05-14     FB
## 3455  0.6054751362 2021-05-17     FB
## 3465  0.6000440976 2021-05-18     FB
## 3475  0.5991584449 2021-05-19     FB
## 3485  0.5991154778 2021-05-20     FB
## 3495  0.5993702687 2021-05-21     FB
## 3505  0.6019605936 2021-05-24     FB
## 3515  0.5983536738 2021-05-25     FB
## 3525  0.5981677898 2021-05-26     FB
## 3535  0.6087579548 2021-05-27     FB
## 3545  0.6090346249 2021-05-28     FB
## 3555  0.6097106795 2021-06-01     FB
## 3565  0.6036396491 2021-06-02     FB
## 3575  0.6098709504 2021-06-03     FB
## 3585  0.5844112292 2021-06-04     FB
## 3595  0.5763453961 2021-06-07     FB
## 3605  0.5670455070 2021-06-08     FB
## 3615  0.5741687464 2021-06-09     FB
## 3625  0.5735180208 2021-06-10     FB
## 3635  0.5501188107 2021-06-11     FB
## 3645  0.5421256148 2021-06-14     FB
## 3655  0.5418267144 2021-06-15     FB
## 3665  0.5856961345 2021-06-16     FB
## 3675  0.5841422104 2021-06-17     FB
## 3685  0.5877111116 2021-06-18     FB
## 3695  0.5872590608 2021-06-21     FB
## 3705  0.5895417243 2021-06-22     FB
## 3715  0.5896789339 2021-06-23     FB
## 3725  0.5884639988 2021-06-24     FB
## 3735  0.5859331093 2021-06-25     FB
## 3745  0.5789523499 2021-06-28     FB
## 3755  0.5766493978 2021-06-29     FB
## 3765  0.5775860434 2021-06-30     FB
## 3775  0.5703601838 2021-07-01     FB
## 3785  0.5686344199 2021-07-02     FB
## 3795  0.5689995922 2021-07-06     FB
## 3805  0.5676245205 2021-07-07     FB
## 3815  0.5644151682 2021-07-08     FB
## 3825  0.5662319167 2021-07-09     FB
## 3835  0.5674385989 2021-07-12     FB
## 3845  0.5729879660 2021-07-13     FB
## 3855  0.5769226652 2021-07-14     FB
## 3865  0.5790239951 2021-07-15     FB
## 3875  0.5768007791 2021-07-16     FB
## 3885  0.5776547986 2021-07-19     FB
## 3895  0.5788403245 2021-07-20     FB
## 3905  0.5813613619 2021-07-21     FB
## 3915  0.5830956713 2021-07-22     FB
## 3925  0.5861767606 2021-07-23     FB
## 3935  0.5883327710 2021-07-26     FB
## 3945  0.5916051246 2021-07-27     FB
## 3955  0.5886189334 2021-07-28     FB
## 3965  0.5727280437 2021-07-29     FB
## 3975  0.5733947523 2021-07-30     FB
## 3985  0.5746023581 2021-08-02     FB
## 3995  0.5688174465 2021-08-03     FB
## 4005  0.5608427783 2021-08-04     FB
## 4015  0.5639257310 2021-08-05     FB
## 4025  0.5640770827 2021-08-06     FB
## 4035  0.5609600571 2021-08-09     FB
## 4045  0.5606349496 2021-08-10     FB
## 4055  0.5722528263 2021-08-11     FB
## 4065  0.5686914036 2021-08-12     FB
## 4075  0.5707215692 2021-08-13     FB
## 4085  0.5682034072 2021-08-16     FB
## 4095  0.5747741710 2021-08-17     FB
## 4105  0.5758263927 2021-08-18     FB
## 4115  0.5747890498 2021-08-19     FB
## 4125  0.5881033362 2021-08-20     FB
## 4135  0.5867495265 2021-08-23     FB
## 4145  0.5815268190 2021-08-24     FB
## 4155  0.5842010721 2021-08-25     FB
## 4165  0.5872356007 2021-08-26     FB
## 4175  0.5898283589 2021-08-27     FB
## 4185  0.5927185761 2021-08-30     FB
## 4195  0.5757961928 2021-08-31     FB
## 4205  0.5952205204 2021-09-01     FB
## 4215  0.5811610836 2021-09-02     FB
## 4225  0.5804982643 2021-09-03     FB
## 4235  0.5718595680 2021-09-07     FB
## 4245  0.5722224430 2021-09-08     FB
## 4255  0.5763109822 2021-09-09     FB
## 4265  0.5737020980 2021-09-10     FB
## 4275  0.5772093179 2021-09-13     FB
## 4285  0.5778698027 2021-09-14     FB
## 4295  0.5725336546 2021-09-15     FB
## 4305  0.5734554093 2021-09-16     FB
## 4315  0.5796929545 2021-09-17     FB
## 4325  0.5900222338 2021-09-20     FB
## 4335  0.5895769931 2021-09-21     FB
## 4345  0.5559202872 2021-09-22     FB
## 4355  0.5570539479 2021-09-23     FB
## 4365  0.5553749138 2021-09-24     FB
## 4375  0.5568337454 2021-09-27     FB
## 4385  0.5814494058 2021-09-28     FB
## 4395  0.5627128606 2021-09-29     FB
## 4405  0.5631776587 2021-09-30     FB
## 4415  0.5548339744 2021-10-01     FB
## 4425  0.5639188988 2021-10-04     FB
## 4435  0.5648945969 2021-10-05     FB
## 4445  0.5772379756 2021-10-06     FB
## 4455  0.5613179133 2021-10-07     FB
## 4465  0.5581917626 2021-10-08     FB
## 4475  0.5491241502 2021-10-11     FB
## 4485  0.5520210638 2021-10-12     FB
## 4495  0.5448178516 2021-10-13     FB
## 4505  0.5476322339 2021-10-14     FB
## 4515  0.5380144516 2021-10-15     FB
## 4525  0.5409930270 2021-10-18     FB
## 4535  0.5428973348 2021-10-19     FB
## 4545  0.5365144979 2021-10-20     FB
## 4555  0.5498951665 2021-10-21     FB
## 4565  0.5367009739 2021-10-22     FB
## 4575  0.5360730381 2021-10-25     FB
## 4585  0.5207142598 2021-10-26     FB
## 4595  0.5270849571 2021-10-27     FB
## 4605  0.5274967332 2021-10-28     FB
## 4615  0.5330907188 2021-10-29     FB
## 4625  0.5306749481 2021-11-01     FB
## 4635  0.5290980665 2021-11-02     FB
## 4645  0.5278122655 2021-11-03     FB
## 4655  0.5168507989 2021-11-04     FB
## 4665  0.5172558669 2021-11-05     FB
## 4675  0.5189895640 2021-11-08     FB
## 4685  0.5207490145 2021-11-09     FB
## 4695  0.5291690250 2021-11-10     FB
## 4705  0.5290852255 2021-11-11     FB
## 4715  0.5338497791 2021-11-12     FB
## 4725  0.5286314496 2021-11-15     FB
## 4735  0.5211459756 2021-11-16     FB
## 4745  0.5232447541 2021-11-17     FB
## 4755  0.5195017004 2021-11-18     FB
## 4765  0.5174613715 2021-11-19     FB
## 4775  0.5239435327 2021-11-22     FB
## 4785  0.5182150040 2021-11-23     FB
## 4795  0.5151141449 2021-11-24     FB
## 4805  0.5229290885 2021-11-26     FB
## 4815  0.5258024768 2021-11-29     FB
## 4825  0.5472381139 2021-11-30     FB
## 4835  0.5669330483 2021-12-01     FB
## 4845  0.5579940551 2021-12-02     FB
## 4855  0.5610550502 2021-12-03     FB
## 4865  0.5673952550 2021-12-06     FB
## 4875  0.5688235925 2021-12-07     FB
## 4885  0.5655020731 2021-12-08     FB
## 4895  0.5669530612 2021-12-09     FB
## 4905  0.5552101375 2021-12-10     FB
## 4915  0.5473535088 2021-12-13     FB
## 4925  0.5481450823 2021-12-14     FB
## 4935  0.5551304810 2021-12-15     FB
## 4945  0.5486202535 2021-12-16     FB
## 4955  0.5466178369 2021-12-17     FB
## 4965  0.5501031274 2021-12-20     FB
## 4975  0.5625666018 2021-12-21     FB
## 4985  0.5502263107 2021-12-22     FB
## 4995  0.5517542141 2021-12-23     FB
## 5005  0.5558758497 2021-12-27     FB
## 5015  0.5580249032 2021-12-28     FB
## 5025  0.5572370746 2021-12-29     FB
## 5035  0.5570914231 2021-12-30     FB
## 5045  0.5583025913 2021-12-31     FB
## 5055  0.5589662921 2022-01-03     FB
## 5065  0.5591409571 2022-01-04     FB
## 5075  0.5740527993 2022-01-05     FB
## 5085  0.5660220270 2022-01-06     FB
## 5095  0.5692547234 2022-01-07     FB
## 5105  0.5697484050 2022-01-10     FB
## 5115  0.5726506954 2022-01-11     FB
## 5125  0.5716059380 2022-01-12     FB
## 5135  0.5770846981 2022-01-13     FB
## 5145  0.5763521827 2022-01-14     FB
## 5155  0.5921251366 2022-01-18     FB
## 5165  0.5847802295 2022-01-19     FB
## 5175  0.5874396057 2022-01-20     FB
## 5185  0.5982933834 2022-01-21     FB
## 5195  0.5989478236 2022-01-24     FB
## 5205  0.6037655249 2022-01-25     FB
## 5215  0.6036738398 2022-01-26     FB
## 5225  0.6017539644 2022-01-27     FB
## 5235  0.6079298075 2022-01-28     FB
## 5245  0.6262911651 2022-01-31     FB
## 5255  0.6286214360 2022-02-01     FB
## 5265  0.6314183793 2022-02-02     FB
## 5275  0.5527835197 2022-02-03     FB
## 5285  0.5528367177 2022-02-04     FB
## 5295  0.5525075051 2022-02-07     FB
## 5305  0.5472559084 2022-02-08     FB
## 5315  0.5553078514 2022-02-09     FB
## 5325  0.5522059107 2022-02-10     FB
## 5335  0.5568844875 2022-02-11     FB
## 5345  0.5572666823 2022-02-14     FB
## 5355  0.5581844619 2022-02-15     FB
## 5365  0.5571851226 2022-02-16     FB
## 5375  0.5633051060 2022-02-17     FB
## 5385  0.5653204412 2022-02-18     FB
## 5395  0.5660126031 2022-02-22     FB
## 5405  0.5630397324 2022-02-23     FB
## 5415  0.5699083027 2022-02-24     FB
## 5425  0.5628341040 2022-02-25     FB
## 5435  0.5620622598 2022-02-28     FB
## 5445  0.5658820573 2022-03-01     FB
## 5455  0.5688548323 2022-03-02     FB
## 5465  0.5761589464 2022-03-03     FB
## 5475  0.5768563464 2022-03-04     FB
## 5485  0.5902247687 2022-03-07     FB
## 5495  0.5869384865 2022-03-08     FB
## 5505  0.5982097056 2022-03-09     FB
## 5515  0.5978989859 2022-03-10     FB
## 5525  0.6013763948 2022-03-11     FB
## 5535  0.6005402879 2022-03-14     FB
## 5545  0.6037407355 2022-03-15     FB
## 5555  0.6142098992 2022-03-16     FB
## 5565  0.6156702049 2022-03-17     FB
## 5575  0.6192087131 2022-03-18     FB
## 5585  0.6184310819 2022-03-21     FB
## 5595  0.6195982420 2022-03-22     FB
## 5605  0.6203879658 2022-03-23     FB
## 5615  0.6232047721 2022-03-24     FB
## 5625  0.6229915898 2022-03-25     FB
## 5635  0.6227559859 2022-03-28     FB
## 5645  0.6252057227 2022-03-29     FB
## 5655  0.6249510154 2022-03-30     FB
## 5665  0.6256909290 2022-03-31     FB
## 5675  0.6244597061 2022-04-01     FB
## 1506  0.9021265065 2020-08-06   MSFT
## 1516  0.9009250018 2020-08-07   MSFT
## 1526  0.8991251948 2020-08-10   MSFT
## 1536  0.8987303187 2020-08-11   MSFT
## 1546  0.8988840326 2020-08-12   MSFT
## 1556  0.8988575174 2020-08-13   MSFT
## 1566  0.8988620016 2020-08-14   MSFT
## 1576  0.8988204641 2020-08-17   MSFT
## 1586  0.8989371324 2020-08-18   MSFT
## 1596  0.8989270270 2020-08-19   MSFT
## 1606  0.8981091318 2020-08-20   MSFT
## 1616  0.8976009799 2020-08-21   MSFT
## 1626  0.8973041665 2020-08-24   MSFT
## 1636  0.8973139572 2020-08-25   MSFT
## 1646  0.8973300208 2020-08-26   MSFT
## 1656  0.8960676293 2020-08-27   MSFT
## 1666  0.8958621383 2020-08-28   MSFT
## 1676  0.8953226449 2020-08-31   MSFT
## 1686  0.8959824537 2020-09-01   MSFT
## 1696  0.8975776649 2020-09-02   MSFT
## 1706  0.8979779857 2020-09-03   MSFT
## 1716  0.8984497227 2020-09-04   MSFT
## 1726  0.8984858067 2020-09-08   MSFT
## 1736  0.8990576156 2020-09-09   MSFT
## 1746  0.8999050781 2020-09-10   MSFT
## 1756  0.8998826911 2020-09-11   MSFT
## 1766  0.9002803882 2020-09-14   MSFT
## 1776  0.9018967940 2020-09-15   MSFT
## 1786  0.9016345439 2020-09-16   MSFT
## 1796  0.9017398578 2020-09-17   MSFT
## 1806  0.9019285102 2020-09-18   MSFT
## 1816  0.9007273048 2020-09-21   MSFT
## 1826  0.9007372255 2020-09-22   MSFT
## 1836  0.9015797707 2020-09-23   MSFT
## 1846  0.9022721795 2020-09-24   MSFT
## 1856  0.9014259590 2020-09-25   MSFT
## 1866  0.9017384247 2020-09-28   MSFT
## 1876  0.9024588324 2020-09-29   MSFT
## 1886  0.9009204702 2020-09-30   MSFT
## 1896  0.9041885350 2020-10-01   MSFT
## 1906  0.9015598680 2020-10-02   MSFT
## 1916  0.9013129027 2020-10-05   MSFT
## 1926  0.9010475389 2020-10-06   MSFT
## 1936  0.9012701799 2020-10-07   MSFT
## 1946  0.9009127080 2020-10-08   MSFT
## 1956  0.8978432091 2020-10-09   MSFT
## 1966  0.8955583774 2020-10-12   MSFT
## 1976  0.8933561081 2020-10-13   MSFT
## 1986  0.8849721844 2020-10-14   MSFT
## 1996  0.8724298978 2020-10-15   MSFT
## 2006  0.8344859058 2020-10-16   MSFT
## 2016  0.8253475345 2020-10-19   MSFT
## 2026  0.8212687434 2020-10-20   MSFT
## 2036  0.8217115704 2020-10-21   MSFT
## 2046  0.8177259109 2020-10-22   MSFT
## 2056  0.8207061461 2020-10-23   MSFT
## 2066  0.8038649605 2020-10-26   MSFT
## 2076  0.8052527973 2020-10-27   MSFT
## 2086  0.8024300537 2020-10-28   MSFT
## 2096  0.7966468411 2020-10-29   MSFT
## 2106  0.7918535376 2020-10-30   MSFT
## 2116  0.7890008681 2020-11-02   MSFT
## 2126  0.7863893196 2020-11-03   MSFT
## 2136  0.7874226920 2020-11-04   MSFT
## 2146  0.7895281367 2020-11-05   MSFT
## 2156  0.7709450503 2020-11-06   MSFT
## 2166  0.7598260354 2020-11-09   MSFT
## 2176  0.7619057200 2020-11-10   MSFT
## 2186  0.7639472019 2020-11-11   MSFT
## 2196  0.7656996633 2020-11-12   MSFT
## 2206  0.7573157129 2020-11-13   MSFT
## 2216  0.7581362266 2020-11-16   MSFT
## 2226  0.7608616492 2020-11-17   MSFT
## 2236  0.7664859953 2020-11-18   MSFT
## 2246  0.7645986919 2020-11-19   MSFT
## 2256  0.7568200946 2020-11-20   MSFT
## 2266  0.7520515305 2020-11-23   MSFT
## 2276  0.7538176698 2020-11-24   MSFT
## 2286  0.7524953583 2020-11-25   MSFT
## 2296  0.7564835059 2020-11-27   MSFT
## 2306  0.7572017918 2020-11-30   MSFT
## 2316  0.7508518202 2020-12-01   MSFT
## 2326  0.7554061400 2020-12-02   MSFT
## 2336  0.7521251095 2020-12-03   MSFT
## 2346  0.7532787386 2020-12-04   MSFT
## 2356  0.7527480071 2020-12-07   MSFT
## 2366  0.7564212098 2020-12-08   MSFT
## 2376  0.7579088707 2020-12-09   MSFT
## 2386  0.7597797302 2020-12-10   MSFT
## 2396  0.7588700416 2020-12-11   MSFT
## 2406  0.7547860664 2020-12-14   MSFT
## 2416  0.7513302741 2020-12-15   MSFT
## 2426  0.7486220470 2020-12-16   MSFT
## 2436  0.7487400440 2020-12-17   MSFT
## 2446  0.7568790809 2020-12-18   MSFT
## 2456  0.7518691620 2020-12-21   MSFT
## 2466  0.7513223503 2020-12-22   MSFT
## 2476  0.7493256612 2020-12-23   MSFT
## 2486  0.7493870378 2020-12-24   MSFT
## 2496  0.7565031696 2020-12-28   MSFT
## 2506  0.7598010675 2020-12-29   MSFT
## 2516  0.7586862577 2020-12-30   MSFT
## 2526  0.7583693087 2020-12-31   MSFT
## 2536  0.7612954707 2021-01-04   MSFT
## 2546  0.7601955597 2021-01-05   MSFT
## 2556  0.7534851841 2021-01-06   MSFT
## 2566  0.7557041941 2021-01-07   MSFT
## 2576  0.7541945194 2021-01-08   MSFT
## 2586  0.7554278382 2021-01-11   MSFT
## 2596  0.7580896580 2021-01-12   MSFT
## 2606  0.7743164024 2021-01-13   MSFT
## 2616  0.7667388026 2021-01-14   MSFT
## 2626  0.7663766605 2021-01-15   MSFT
## 2636  0.7670909032 2021-01-19   MSFT
## 2646  0.7665436062 2021-01-20   MSFT
## 2656  0.7674618197 2021-01-21   MSFT
## 2666  0.7673844882 2021-01-22   MSFT
## 2676  0.7666391762 2021-01-25   MSFT
## 2686  0.7655970163 2021-01-26   MSFT
## 2696  0.7475230546 2021-01-27   MSFT
## 2706  0.7487715070 2021-01-28   MSFT
## 2716  0.7531133101 2021-01-29   MSFT
## 2726  0.7565048924 2021-02-01   MSFT
## 2736  0.7526787940 2021-02-02   MSFT
## 2746  0.7484854373 2021-02-03   MSFT
## 2756  0.7445341389 2021-02-04   MSFT
## 2766  0.7442067899 2021-02-05   MSFT
## 2776  0.7411159960 2021-02-08   MSFT
## 2786  0.7397242357 2021-02-09   MSFT
## 2796  0.7391975215 2021-02-10   MSFT
## 2806  0.7418919836 2021-02-11   MSFT
## 2816  0.7449586841 2021-02-12   MSFT
## 2826  0.7430604401 2021-02-16   MSFT
## 2836  0.7443195612 2021-02-17   MSFT
## 2846  0.7461755145 2021-02-18   MSFT
## 2856  0.7464338328 2021-02-19   MSFT
## 2866  0.7483487942 2021-02-22   MSFT
## 2876  0.7513201418 2021-02-23   MSFT
## 2886  0.7521908990 2021-02-24   MSFT
## 2896  0.7540368165 2021-02-25   MSFT
## 2906  0.7471895681 2021-02-26   MSFT
## 2916  0.7475592244 2021-03-01   MSFT
## 2926  0.7480672920 2021-03-02   MSFT
## 2936  0.7508839928 2021-03-03   MSFT
## 2946  0.7481224893 2021-03-04   MSFT
## 2956  0.7507232529 2021-03-05   MSFT
## 2966  0.7513313773 2021-03-08   MSFT
## 2976  0.7660095157 2021-03-09   MSFT
## 2986  0.7675146869 2021-03-10   MSFT
## 2996  0.7698760849 2021-03-11   MSFT
## 3006  0.7692533125 2021-03-12   MSFT
## 3016  0.7700805466 2021-03-15   MSFT
## 3026  0.7725273763 2021-03-16   MSFT
## 3036  0.7710844417 2021-03-17   MSFT
## 3046  0.7721272461 2021-03-18   MSFT
## 3056  0.7721145075 2021-03-19   MSFT
## 3066  0.7717576911 2021-03-22   MSFT
## 3076  0.7680744503 2021-03-23   MSFT
## 3086  0.7685726847 2021-03-24   MSFT
## 3096  0.7641475651 2021-03-25   MSFT
## 3106  0.7681537622 2021-03-26   MSFT
## 3116  0.7694576859 2021-03-29   MSFT
## 3126  0.7704064835 2021-03-30   MSFT
## 3136  0.7698837068 2021-03-31   MSFT
## 3146  0.7702483908 2021-04-01   MSFT
## 3156  0.7767257512 2021-04-05   MSFT
## 3166  0.7763566718 2021-04-06   MSFT
## 3176  0.7764739921 2021-04-07   MSFT
## 3186  0.7761066326 2021-04-08   MSFT
## 3196  0.7747756159 2021-04-09   MSFT
## 3206  0.7549922696 2021-04-12   MSFT
## 3216  0.7535868485 2021-04-13   MSFT
## 3226  0.7384431096 2021-04-14   MSFT
## 3236  0.7328811528 2021-04-15   MSFT
## 3246  0.7265802230 2021-04-16   MSFT
## 3256  0.7275996051 2021-04-19   MSFT
## 3266  0.7279147853 2021-04-20   MSFT
## 3276  0.7283819033 2021-04-21   MSFT
## 3286  0.7297286022 2021-04-22   MSFT
## 3296  0.7299618518 2021-04-23   MSFT
## 3306  0.7282537183 2021-04-26   MSFT
## 3316  0.7382598772 2021-04-27   MSFT
## 3326  0.7307979052 2021-04-28   MSFT
## 3336  0.7169719165 2021-04-29   MSFT
## 3346  0.7166206871 2021-04-30   MSFT
## 3356  0.7126484916 2021-05-03   MSFT
## 3366  0.7159095483 2021-05-04   MSFT
## 3376  0.7147993546 2021-05-05   MSFT
## 3386  0.7147028931 2021-05-06   MSFT
## 3396  0.7150691874 2021-05-07   MSFT
## 3406  0.7156580640 2021-05-10   MSFT
## 3416  0.7115760648 2021-05-11   MSFT
## 3426  0.7158824125 2021-05-12   MSFT
## 3436  0.7150251042 2021-05-13   MSFT
## 3446  0.7188392423 2021-05-14   MSFT
## 3456  0.7180427439 2021-05-17   MSFT
## 3466  0.7140020392 2021-05-18   MSFT
## 3476  0.7174290019 2021-05-19   MSFT
## 3486  0.7180748052 2021-05-20   MSFT
## 3496  0.7179620356 2021-05-21   MSFT
## 3506  0.7197368736 2021-05-24   MSFT
## 3516  0.7130754609 2021-05-25   MSFT
## 3526  0.7131461228 2021-05-26   MSFT
## 3536  0.7125499271 2021-05-27   MSFT
## 3546  0.7130315073 2021-05-28   MSFT
## 3556  0.7126350422 2021-06-01   MSFT
## 3566  0.7046092639 2021-06-02   MSFT
## 3576  0.7105537208 2021-06-03   MSFT
## 3586  0.6840774607 2021-06-04   MSFT
## 3596  0.6807065133 2021-06-07   MSFT
## 3606  0.6790513198 2021-06-08   MSFT
## 3616  0.6827667162 2021-06-09   MSFT
## 3626  0.6785990725 2021-06-10   MSFT
## 3636  0.6633020819 2021-06-11   MSFT
## 3646  0.6524300344 2021-06-14   MSFT
## 3656  0.6530349392 2021-06-15   MSFT
## 3666  0.6791752605 2021-06-16   MSFT
## 3676  0.6863687568 2021-06-17   MSFT
## 3686  0.6843680586 2021-06-18   MSFT
## 3696  0.6861843631 2021-06-21   MSFT
## 3706  0.6893205417 2021-06-22   MSFT
## 3716  0.6919024744 2021-06-23   MSFT
## 3726  0.6907927402 2021-06-24   MSFT
## 3736  0.6847790234 2021-06-25   MSFT
## 3746  0.6833742348 2021-06-28   MSFT
## 3756  0.6802769064 2021-06-29   MSFT
## 3766  0.6816839300 2021-06-30   MSFT
## 3776  0.6775253741 2021-07-01   MSFT
## 3786  0.6788404173 2021-07-02   MSFT
## 3796  0.6787570283 2021-07-06   MSFT
## 3806  0.6781817282 2021-07-07   MSFT
## 3816  0.6791442961 2021-07-08   MSFT
## 3826  0.6763814659 2021-07-09   MSFT
## 3836  0.6754108291 2021-07-12   MSFT
## 3846  0.6723764116 2021-07-13   MSFT
## 3856  0.6721978682 2021-07-14   MSFT
## 3866  0.6727556507 2021-07-15   MSFT
## 3876  0.6681695129 2021-07-16   MSFT
## 3886  0.6712867135 2021-07-19   MSFT
## 3896  0.6731001069 2021-07-20   MSFT
## 3906  0.6754020728 2021-07-21   MSFT
## 3916  0.6794983362 2021-07-22   MSFT
## 3926  0.6863661996 2021-07-23   MSFT
## 3936  0.6868729015 2021-07-26   MSFT
## 3946  0.6875808079 2021-07-27   MSFT
## 3956  0.6970729338 2021-07-28   MSFT
## 3966  0.6981221902 2021-07-29   MSFT
## 3976  0.7013752754 2021-07-30   MSFT
## 3986  0.7011854516 2021-08-02   MSFT
## 3996  0.7007558822 2021-08-03   MSFT
## 4006  0.7004365243 2021-08-04   MSFT
## 4016  0.7035699472 2021-08-05   MSFT
## 4026  0.7039247917 2021-08-06   MSFT
## 4036  0.6972194453 2021-08-09   MSFT
## 4046  0.6978861155 2021-08-10   MSFT
## 4056  0.7178803726 2021-08-11   MSFT
## 4066  0.7119639862 2021-08-12   MSFT
## 4076  0.7109581523 2021-08-13   MSFT
## 4086  0.7093492546 2021-08-16   MSFT
## 4096  0.7122756572 2021-08-17   MSFT
## 4106  0.7134495703 2021-08-18   MSFT
## 4116  0.7087090407 2021-08-19   MSFT
## 4126  0.7102173899 2021-08-20   MSFT
## 4136  0.7058309997 2021-08-23   MSFT
## 4146  0.6988426329 2021-08-24   MSFT
## 4156  0.6983010792 2021-08-25   MSFT
## 4166  0.7011971550 2021-08-26   MSFT
## 4176  0.6999595468 2021-08-27   MSFT
## 4186  0.7037063669 2021-08-30   MSFT
## 4196  0.7332360051 2021-08-31   MSFT
## 4206  0.7312049687 2021-09-01   MSFT
## 4216  0.7176836739 2021-09-02   MSFT
## 4226  0.7090635574 2021-09-03   MSFT
## 4236  0.7183726763 2021-09-07   MSFT
## 4246  0.7213682367 2021-09-08   MSFT
## 4256  0.7314406893 2021-09-09   MSFT
## 4266  0.7321888062 2021-09-10   MSFT
## 4276  0.7342426346 2021-09-13   MSFT
## 4286  0.7281552816 2021-09-14   MSFT
## 4296  0.7304091278 2021-09-15   MSFT
## 4306  0.7303934410 2021-09-16   MSFT
## 4316  0.7345341118 2021-09-17   MSFT
## 4326  0.7404555928 2021-09-20   MSFT
## 4336  0.7404206120 2021-09-21   MSFT
## 4346  0.7423626567 2021-09-22   MSFT
## 4356  0.7391905064 2021-09-23   MSFT
## 4366  0.7383128326 2021-09-24   MSFT
## 4376  0.7375585680 2021-09-27   MSFT
## 4386  0.7537716230 2021-09-28   MSFT
## 4396  0.7461574114 2021-09-29   MSFT
## 4406  0.7556616283 2021-09-30   MSFT
## 4416  0.7580230269 2021-10-01   MSFT
## 4426  0.7612024049 2021-10-04   MSFT
## 4436  0.7577541553 2021-10-05   MSFT
## 4446  0.7618533178 2021-10-06   MSFT
## 4456  0.7568418572 2021-10-07   MSFT
## 4466  0.7559946570 2021-10-08   MSFT
## 4476  0.7487004343 2021-10-11   MSFT
## 4486  0.7545096440 2021-10-12   MSFT
## 4496  0.7508251933 2021-10-13   MSFT
## 4506  0.7575190424 2021-10-14   MSFT
## 4516  0.7615288601 2021-10-15   MSFT
## 4526  0.7659160723 2021-10-18   MSFT
## 4536  0.7657927349 2021-10-19   MSFT
## 4546  0.7555351247 2021-10-20   MSFT
## 4556  0.7551869893 2021-10-21   MSFT
## 4566  0.7555563047 2021-10-22   MSFT
## 4576  0.7605449499 2021-10-25   MSFT
## 4586  0.7589890212 2021-10-26   MSFT
## 4596  0.7195717015 2021-10-27   MSFT
## 4606  0.7131862455 2021-10-28   MSFT
## 4616  0.7078448619 2021-10-29   MSFT
## 4626  0.7057774706 2021-11-01   MSFT
## 4636  0.7068449009 2021-11-02   MSFT
## 4646  0.6998595458 2021-11-03   MSFT
## 4656  0.6917394922 2021-11-04   MSFT
## 4666  0.6903254584 2021-11-05   MSFT
## 4676  0.6907343278 2021-11-08   MSFT
## 4686  0.6908816030 2021-11-09   MSFT
## 4696  0.6935620510 2021-11-10   MSFT
## 4706  0.6932726457 2021-11-11   MSFT
## 4716  0.6948943346 2021-11-12   MSFT
## 4726  0.6936393197 2021-11-15   MSFT
## 4736  0.6906976809 2021-11-16   MSFT
## 4746  0.6906579974 2021-11-17   MSFT
## 4756  0.6894186277 2021-11-18   MSFT
## 4766  0.6889406906 2021-11-19   MSFT
## 4776  0.6890092741 2021-11-22   MSFT
## 4786  0.6830707408 2021-11-23   MSFT
## 4796  0.6791070518 2021-11-24   MSFT
## 4806  0.6931429579 2021-11-26   MSFT
## 4816  0.6992442997 2021-11-29   MSFT
## 4826  0.7192070799 2021-11-30   MSFT
## 4836  0.7238537202 2021-12-01   MSFT
## 4846  0.7123330457 2021-12-02   MSFT
## 4856  0.7166455973 2021-12-03   MSFT
## 4866  0.7150058656 2021-12-06   MSFT
## 4876  0.7259104576 2021-12-07   MSFT
## 4886  0.7235542396 2021-12-08   MSFT
## 4896  0.7231937506 2021-12-09   MSFT
## 4906  0.7203254693 2021-12-10   MSFT
## 4916  0.7225763572 2021-12-13   MSFT
## 4926  0.7044996128 2021-12-14   MSFT
## 4936  0.7059361384 2021-12-15   MSFT
## 4946  0.7025327759 2021-12-16   MSFT
## 4956  0.7014414733 2021-12-17   MSFT
## 4966  0.7029117515 2021-12-20   MSFT
## 4976  0.7102736444 2021-12-21   MSFT
## 4986  0.7112128748 2021-12-22   MSFT
## 4996  0.7110021084 2021-12-23   MSFT
## 5006  0.7134489038 2021-12-27   MSFT
## 5016  0.7143614348 2021-12-28   MSFT
## 5026  0.7147520179 2021-12-29   MSFT
## 5036  0.7174916324 2021-12-30   MSFT
## 5046  0.7177897464 2021-12-31   MSFT
## 5056  0.7141456098 2022-01-03   MSFT
## 5066  0.7102580018 2022-01-04   MSFT
## 5076  0.7251174230 2022-01-05   MSFT
## 5086  0.7223449732 2022-01-06   MSFT
## 5096  0.7246442887 2022-01-07   MSFT
## 5106  0.7249859264 2022-01-10   MSFT
## 5116  0.7234218172 2022-01-11   MSFT
## 5126  0.7230076715 2022-01-12   MSFT
## 5136  0.7290907460 2022-01-13   MSFT
## 5146  0.7255528410 2022-01-14   MSFT
## 5156  0.7335046597 2022-01-18   MSFT
## 5166  0.7286073615 2022-01-19   MSFT
## 5176  0.7308805842 2022-01-20   MSFT
## 5186  0.7370946108 2022-01-21   MSFT
## 5196  0.7359303921 2022-01-24   MSFT
## 5206  0.7400286083 2022-01-25   MSFT
## 5216  0.7267902842 2022-01-26   MSFT
## 5226  0.7210290001 2022-01-27   MSFT
## 5236  0.7318123996 2022-01-28   MSFT
## 5246  0.7285703427 2022-01-31   MSFT
## 5256  0.7244188142 2022-02-01   MSFT
## 5266  0.7266870992 2022-02-02   MSFT
## 5276  0.7419648318 2022-02-03   MSFT
## 5286  0.7414232845 2022-02-04   MSFT
## 5296  0.7410000360 2022-02-07   MSFT
## 5306  0.7420084553 2022-02-08   MSFT
## 5316  0.7450982813 2022-02-09   MSFT
## 5326  0.7553586402 2022-02-10   MSFT
## 5336  0.7618196997 2022-02-11   MSFT
## 5346  0.7661188954 2022-02-14   MSFT
## 5356  0.7689236747 2022-02-15   MSFT
## 5366  0.7683900887 2022-02-16   MSFT
## 5376  0.7767519695 2022-02-17   MSFT
## 5386  0.7768114392 2022-02-18   MSFT
## 5396  0.7757569792 2022-02-22   MSFT
## 5406  0.7806614178 2022-02-23   MSFT
## 5416  0.7825570597 2022-02-24   MSFT
## 5426  0.7754638712 2022-02-25   MSFT
## 5436  0.7750202166 2022-02-28   MSFT
## 5446  0.7751933376 2022-03-01   MSFT
## 5456  0.7768119023 2022-03-02   MSFT
## 5466  0.7775041308 2022-03-03   MSFT
## 5476  0.7781614760 2022-03-04   MSFT
## 5486  0.7880758234 2022-03-07   MSFT
## 5496  0.7884047400 2022-03-08   MSFT
## 5506  0.7981804865 2022-03-09   MSFT
## 5516  0.7978593109 2022-03-10   MSFT
## 5526  0.7999336286 2022-03-11   MSFT
## 5536  0.8006866009 2022-03-14   MSFT
## 5546  0.8075931068 2022-03-15   MSFT
## 5556  0.8104724367 2022-03-16   MSFT
## 5566  0.8077618198 2022-03-17   MSFT
## 5576  0.8096352399 2022-03-18   MSFT
## 5586  0.8094344334 2022-03-21   MSFT
## 5596  0.8107399392 2022-03-22   MSFT
## 5606  0.8120271320 2022-03-23   MSFT
## 5616  0.8161458513 2022-03-24   MSFT
## 5626  0.8155106629 2022-03-25   MSFT
## 5636  0.8165951194 2022-03-28   MSFT
## 5646  0.8184697928 2022-03-29   MSFT
## 5656  0.8187744172 2022-03-30   MSFT
## 5666  0.8198454915 2022-03-31   MSFT
## 5676  0.8210792165 2022-04-01   MSFT
## 1507  0.7176911149 2020-08-06    PFE
## 1517  0.7175313211 2020-08-07    PFE
## 1527  0.7175463063 2020-08-10    PFE
## 1537  0.7176513751 2020-08-11    PFE
## 1547  0.7181262250 2020-08-12    PFE
## 1557  0.7186028241 2020-08-13    PFE
## 1567  0.7199522065 2020-08-14    PFE
## 1577  0.7201807775 2020-08-17    PFE
## 1587  0.7215038532 2020-08-18    PFE
## 1597  0.7221273885 2020-08-19    PFE
## 1607  0.7222149710 2020-08-20    PFE
## 1617  0.7223902670 2020-08-21    PFE
## 1627  0.7219684584 2020-08-24    PFE
## 1637  0.7211899897 2020-08-25    PFE
## 1647  0.7202322966 2020-08-26    PFE
## 1657  0.7201288434 2020-08-27    PFE
## 1667  0.7226736820 2020-08-28    PFE
## 1677  0.7377975827 2020-08-31    PFE
## 1687  0.7343150135 2020-09-01    PFE
## 1697  0.7356311931 2020-09-02    PFE
## 1707  0.7391366121 2020-09-03    PFE
## 1717  0.7388363258 2020-09-04    PFE
## 1727  0.7389210438 2020-09-08    PFE
## 1737  0.7384585724 2020-09-09    PFE
## 1747  0.7390653620 2020-09-10    PFE
## 1757  0.7384907422 2020-09-11    PFE
## 1767  0.7392965034 2020-09-14    PFE
## 1777  0.7392529519 2020-09-15    PFE
## 1787  0.7403182476 2020-09-16    PFE
## 1797  0.7414397282 2020-09-17    PFE
## 1807  0.7422089967 2020-09-18    PFE
## 1817  0.7425391426 2020-09-21    PFE
## 1827  0.7428783720 2020-09-22    PFE
## 1837  0.7424986833 2020-09-23    PFE
## 1847  0.7421261662 2020-09-24    PFE
## 1857  0.7397068928 2020-09-25    PFE
## 1867  0.7383983114 2020-09-28    PFE
## 1877  0.7414805095 2020-09-29    PFE
## 1887  0.7417332156 2020-09-30    PFE
## 1897  0.7409790050 2020-10-01    PFE
## 1907  0.7357019927 2020-10-02    PFE
## 1917  0.7350632443 2020-10-05    PFE
## 1927  0.7309136468 2020-10-06    PFE
## 1937  0.7286421739 2020-10-07    PFE
## 1947  0.7281882830 2020-10-08    PFE
## 1957  0.7250487589 2020-10-09    PFE
## 1967  0.7226927314 2020-10-12    PFE
## 1977  0.7127065012 2020-10-13    PFE
## 1987  0.6898298174 2020-10-14    PFE
## 1997  0.6577157533 2020-10-15    PFE
## 2007  0.6021734233 2020-10-16    PFE
## 2017  0.5774409803 2020-10-19    PFE
## 2027  0.5990858782 2020-10-20    PFE
## 2037  0.6228602986 2020-10-21    PFE
## 2047  0.6059287368 2020-10-22    PFE
## 2057  0.6004320007 2020-10-23    PFE
## 2067  0.5890365204 2020-10-26    PFE
## 2077  0.5898950547 2020-10-27    PFE
## 2087  0.5736904661 2020-10-28    PFE
## 2097  0.5625768012 2020-10-29    PFE
## 2107  0.5432494471 2020-10-30    PFE
## 2117  0.5469583697 2020-11-02    PFE
## 2127  0.5331635921 2020-11-03    PFE
## 2137  0.5322850199 2020-11-04    PFE
## 2147  0.5299534987 2020-11-05    PFE
## 2157  0.5239808273 2020-11-06    PFE
## 2167  0.5150229461 2020-11-09    PFE
## 2177  0.5046773058 2020-11-10    PFE
## 2187  0.4998855621 2020-11-11    PFE
## 2197  0.5024231461 2020-11-12    PFE
## 2207  0.4925204941 2020-11-13    PFE
## 2217  0.4742786500 2020-11-16    PFE
## 2227  0.4700721880 2020-11-17    PFE
## 2237  0.4558873406 2020-11-18    PFE
## 2247  0.4488780854 2020-11-19    PFE
## 2257  0.4421573695 2020-11-20    PFE
## 2267  0.4363483854 2020-11-23    PFE
## 2277  0.4366879036 2020-11-24    PFE
## 2287  0.4332481309 2020-11-25    PFE
## 2297  0.4270970819 2020-11-27    PFE
## 2307  0.4171639771 2020-11-30    PFE
## 2317  0.4224486892 2020-12-01    PFE
## 2327  0.4207530440 2020-12-02    PFE
## 2337  0.4130883155 2020-12-03    PFE
## 2347  0.4137866872 2020-12-04    PFE
## 2357  0.4073826389 2020-12-07    PFE
## 2367  0.4051155795 2020-12-08    PFE
## 2377  0.4277076848 2020-12-09    PFE
## 2387  0.4275575445 2020-12-10    PFE
## 2397  0.4307147602 2020-12-11    PFE
## 2407  0.4221473931 2020-12-14    PFE
## 2417  0.4146915473 2020-12-15    PFE
## 2427  0.4090921042 2020-12-16    PFE
## 2437  0.4098143967 2020-12-17    PFE
## 2447  0.4121235875 2020-12-18    PFE
## 2457  0.4109496173 2020-12-21    PFE
## 2467  0.4143317791 2020-12-22    PFE
## 2477  0.4110246885 2020-12-23    PFE
## 2487  0.4105950242 2020-12-24    PFE
## 2497  0.4081353459 2020-12-28    PFE
## 2507  0.4098829663 2020-12-29    PFE
## 2517  0.4133937914 2020-12-30    PFE
## 2527  0.4135019966 2020-12-31    PFE
## 2537  0.4401804331 2021-01-04    PFE
## 2547  0.4392141255 2021-01-05    PFE
## 2557  0.4390935809 2021-01-06    PFE
## 2567  0.4387376963 2021-01-07    PFE
## 2577  0.4458874565 2021-01-08    PFE
## 2587  0.4368615775 2021-01-11    PFE
## 2597  0.4342613942 2021-01-12    PFE
## 2607  0.4325446624 2021-01-13    PFE
## 2617  0.3332593010 2021-01-14    PFE
## 2627  0.3297710330 2021-01-15    PFE
## 2637  0.3336501759 2021-01-19    PFE
## 2647  0.3313279649 2021-01-20    PFE
## 2657  0.3324122164 2021-01-21    PFE
## 2667  0.3321762771 2021-01-22    PFE
## 2677  0.3340266233 2021-01-25    PFE
## 2687  0.3366676868 2021-01-26    PFE
## 2697  0.3580573736 2021-01-27    PFE
## 2707  0.3430204590 2021-01-28    PFE
## 2717  0.3384889026 2021-01-29    PFE
## 2727  0.3317498266 2021-02-01    PFE
## 2737  0.3111577190 2021-02-02    PFE
## 2747  0.3124136337 2021-02-03    PFE
## 2757  0.3112886603 2021-02-04    PFE
## 2767  0.3105807120 2021-02-05    PFE
## 2777  0.3116319551 2021-02-08    PFE
## 2787  0.3064470583 2021-02-09    PFE
## 2797  0.3095891558 2021-02-10    PFE
## 2807  0.3074158388 2021-02-11    PFE
## 2817  0.3055873788 2021-02-12    PFE
## 2827  0.3301330591 2021-02-16    PFE
## 2837  0.3309253731 2021-02-17    PFE
## 2847  0.3296087049 2021-02-18    PFE
## 2857  0.3295280658 2021-02-19    PFE
## 2867  0.3307440528 2021-02-22    PFE
## 2877  0.3290042376 2021-02-23    PFE
## 2887  0.3260278536 2021-02-24    PFE
## 2897  0.3183885892 2021-02-25    PFE
## 2907  0.3198541134 2021-02-26    PFE
## 2917  0.3170874995 2021-03-01    PFE
## 2927  0.3191242897 2021-03-02    PFE
## 2937  0.3183068479 2021-03-03    PFE
## 2947  0.3175109476 2021-03-04    PFE
## 2957  0.3172164964 2021-03-05    PFE
## 2967  0.3192819558 2021-03-08    PFE
## 2977  0.3205395272 2021-03-09    PFE
## 2987  0.3221396037 2021-03-10    PFE
## 2997  0.3188356051 2021-03-11    PFE
## 3007  0.3198752909 2021-03-12    PFE
## 3017  0.3219068360 2021-03-15    PFE
## 3027  0.3200342685 2021-03-16    PFE
## 3037  0.3160357775 2021-03-17    PFE
## 3047  0.3090981549 2021-03-18    PFE
## 3057  0.3089631238 2021-03-19    PFE
## 3067  0.3109717830 2021-03-22    PFE
## 3077  0.3148453681 2021-03-23    PFE
## 3087  0.3123964879 2021-03-24    PFE
## 3097  0.3122806950 2021-03-25    PFE
## 3107  0.3186273811 2021-03-26    PFE
## 3117  0.3170869085 2021-03-29    PFE
## 3127  0.3194136968 2021-03-30    PFE
## 3137  0.3214127935 2021-03-31    PFE
## 3147  0.3257460633 2021-04-01    PFE
## 3157  0.3240780262 2021-04-05    PFE
## 3167  0.3243704403 2021-04-06    PFE
## 3177  0.3239646155 2021-04-07    PFE
## 3187  0.3334603192 2021-04-08    PFE
## 3197  0.3337056937 2021-04-09    PFE
## 3207  0.3147273818 2021-04-12    PFE
## 3217  0.3152278714 2021-04-13    PFE
## 3227  0.3086634153 2021-04-14    PFE
## 3237  0.3102908918 2021-04-15    PFE
## 3247  0.3017825907 2021-04-16    PFE
## 3257  0.2994835474 2021-04-19    PFE
## 3267  0.2897640869 2021-04-20    PFE
## 3277  0.2932261556 2021-04-21    PFE
## 3287  0.2996570707 2021-04-22    PFE
## 3297  0.2998382991 2021-04-23    PFE
## 3307  0.2983504042 2021-04-26    PFE
## 3317  0.2915275280 2021-04-27    PFE
## 3327  0.2889830423 2021-04-28    PFE
## 3337  0.2851349009 2021-04-29    PFE
## 3347  0.2848178672 2021-04-30    PFE
## 3357  0.2805432093 2021-05-03    PFE
## 3367  0.2760237269 2021-05-04    PFE
## 3377  0.2746181772 2021-05-05    PFE
## 3387  0.2634080531 2021-05-06    PFE
## 3397  0.2673450873 2021-05-07    PFE
## 3407  0.2633893299 2021-05-10    PFE
## 3417  0.2640587558 2021-05-11    PFE
## 3427  0.2425735939 2021-05-12    PFE
## 3437  0.2429723938 2021-05-13    PFE
## 3447  0.2371464074 2021-05-14    PFE
## 3457  0.2385435022 2021-05-17    PFE
## 3467  0.2408332251 2021-05-18    PFE
## 3477  0.2426211627 2021-05-19    PFE
## 3487  0.2442562947 2021-05-20    PFE
## 3497  0.2438089525 2021-05-21    PFE
## 3507  0.2479239834 2021-05-24    PFE
## 3517  0.2484204925 2021-05-25    PFE
## 3527  0.2494698384 2021-05-26    PFE
## 3537  0.2480222100 2021-05-27    PFE
## 3547  0.2468055980 2021-05-28    PFE
## 3557  0.2466229514 2021-06-01    PFE
## 3567  0.2435137851 2021-06-02    PFE
## 3577  0.2402144787 2021-06-03    PFE
## 3587  0.1585160423 2021-06-04    PFE
## 3597  0.1630111894 2021-06-07    PFE
## 3607  0.1681829908 2021-06-08    PFE
## 3617  0.1528764894 2021-06-09    PFE
## 3627  0.1587995532 2021-06-10    PFE
## 3637  0.1295534397 2021-06-11    PFE
## 3647  0.1590438570 2021-06-14    PFE
## 3657  0.1592722561 2021-06-15    PFE
## 3667  0.1314874671 2021-06-16    PFE
## 3677  0.1293409980 2021-06-17    PFE
## 3687  0.1452243929 2021-06-18    PFE
## 3697  0.1404926935 2021-06-21    PFE
## 3707  0.1230005608 2021-06-22    PFE
## 3717  0.1520461453 2021-06-23    PFE
## 3727  0.1604905084 2021-06-24    PFE
## 3737  0.1671085691 2021-06-25    PFE
## 3747  0.1681524379 2021-06-28    PFE
## 3757  0.1767068384 2021-06-29    PFE
## 3767  0.1785661849 2021-06-30    PFE
## 3777  0.1809890594 2021-07-01    PFE
## 3787  0.1817935481 2021-07-02    PFE
## 3797  0.1835835238 2021-07-06    PFE
## 3807  0.1988085584 2021-07-07    PFE
## 3817  0.1844778245 2021-07-08    PFE
## 3827  0.1937870558 2021-07-09    PFE
## 3837  0.1935755679 2021-07-12    PFE
## 3847  0.1915086469 2021-07-13    PFE
## 3857  0.1989385084 2021-07-14    PFE
## 3867  0.1989264204 2021-07-15    PFE
## 3877  0.1844206103 2021-07-16    PFE
## 3887  0.1872905446 2021-07-19    PFE
## 3897  0.2045763639 2021-07-20    PFE
## 3907  0.1975487211 2021-07-21    PFE
## 3917  0.2122592145 2021-07-22    PFE
## 3927  0.2194877725 2021-07-23    PFE
## 3937  0.2184209166 2021-07-26    PFE
## 3947  0.2120355213 2021-07-27    PFE
## 3957  0.1996552372 2021-07-28    PFE
## 3967  0.1915363080 2021-07-29    PFE
## 3977  0.1939887585 2021-07-30    PFE
## 3987  0.1852644596 2021-08-02    PFE
## 3997  0.2060343650 2021-08-03    PFE
## 4007  0.2115299648 2021-08-04    PFE
## 4017  0.2103778579 2021-08-05    PFE
## 4027  0.2103910968 2021-08-06    PFE
## 4037  0.2063094109 2021-08-09    PFE
## 4047  0.1917146472 2021-08-10    PFE
## 4057  0.1873408823 2021-08-11    PFE
## 4067  0.1880832623 2021-08-12    PFE
## 4077  0.1866199035 2021-08-13    PFE
## 4087  0.1967159880 2021-08-16    PFE
## 4097  0.1773702928 2021-08-17    PFE
## 4107  0.1941677811 2021-08-18    PFE
## 4117  0.1920852561 2021-08-19    PFE
## 4127  0.1888267351 2021-08-20    PFE
## 4137  0.1981750337 2021-08-23    PFE
## 4147  0.2013682570 2021-08-24    PFE
## 4157  0.1981357438 2021-08-25    PFE
## 4167  0.1997559156 2021-08-26    PFE
## 4177  0.1872267886 2021-08-27    PFE
## 4187  0.1874625946 2021-08-30    PFE
## 4197  0.1443428072 2021-08-31    PFE
## 4207  0.1524764236 2021-09-01    PFE
## 4217  0.1562891339 2021-09-02    PFE
## 4227  0.1631893365 2021-09-03    PFE
## 4237  0.1901405478 2021-09-07    PFE
## 4247  0.1912076476 2021-09-08    PFE
## 4257  0.1966073818 2021-09-09    PFE
## 4267  0.2025203370 2021-09-10    PFE
## 4277  0.2004505390 2021-09-13    PFE
## 4287  0.1997646025 2021-09-14    PFE
## 4297  0.1984910497 2021-09-15    PFE
## 4307  0.2006111764 2021-09-16    PFE
## 4317  0.2073213088 2021-09-17    PFE
## 4327  0.1965703196 2021-09-20    PFE
## 4337  0.1974672128 2021-09-21    PFE
## 4347  0.1929849845 2021-09-22    PFE
## 4357  0.1937009081 2021-09-23    PFE
## 4367  0.1901658424 2021-09-24    PFE
## 4377  0.1929844009 2021-09-27    PFE
## 4387  0.2128228769 2021-09-28    PFE
## 4397  0.2216791389 2021-09-29    PFE
## 4407  0.2272924099 2021-09-30    PFE
## 4417  0.2233842351 2021-10-01    PFE
## 4427  0.2299393348 2021-10-04    PFE
## 4437  0.2553901035 2021-10-05    PFE
## 4447  0.2493676712 2021-10-06    PFE
## 4457  0.2554755939 2021-10-07    PFE
## 4467  0.2561855604 2021-10-08    PFE
## 4477  0.2620100939 2021-10-11    PFE
## 4487  0.2595840501 2021-10-12    PFE
## 4497  0.2640305749 2021-10-13    PFE
## 4507  0.2651024431 2021-10-14    PFE
## 4517  0.2579372394 2021-10-15    PFE
## 4527  0.2593042511 2021-10-18    PFE
## 4537  0.2655555445 2021-10-19    PFE
## 4547  0.2696112799 2021-10-20    PFE
## 4557  0.2690315240 2021-10-21    PFE
## 4567  0.2641186375 2021-10-22    PFE
## 4577  0.2545253681 2021-10-25    PFE
## 4587  0.2582766561 2021-10-26    PFE
## 4597  0.2633400781 2021-10-27    PFE
## 4607  0.2525810176 2021-10-28    PFE
## 4617  0.2544099735 2021-10-29    PFE
## 4627  0.2508863500 2021-11-01    PFE
## 4637  0.2505642173 2021-11-02    PFE
## 4647  0.2444670980 2021-11-03    PFE
## 4657  0.2413016499 2021-11-04    PFE
## 4667  0.2218943304 2021-11-05    PFE
## 4677  0.2220419805 2021-11-08    PFE
## 4687  0.2267467677 2021-11-09    PFE
## 4697  0.1983895988 2021-11-10    PFE
## 4707  0.1975704985 2021-11-11    PFE
## 4717  0.1921298848 2021-11-12    PFE
## 4727  0.1921107594 2021-11-15    PFE
## 4737  0.1871477532 2021-11-16    PFE
## 4747  0.1782916126 2021-11-17    PFE
## 4757  0.1827568779 2021-11-18    PFE
## 4767  0.1852376861 2021-11-19    PFE
## 4777  0.1790216622 2021-11-22    PFE
## 4787  0.1661969224 2021-11-23    PFE
## 4797  0.1676809486 2021-11-24    PFE
## 4807  0.0766939661 2021-11-26    PFE
## 4817  0.0520603718 2021-11-29    PFE
## 4827  0.0262919617 2021-11-30    PFE
## 4837  0.0183822855 2021-12-01    PFE
## 4847 -0.0058112709 2021-12-02    PFE
## 4857 -0.0190060943 2021-12-03    PFE
## 4867 -0.0487426650 2021-12-06    PFE
## 4877 -0.0447099307 2021-12-07    PFE
## 4887 -0.0380228110 2021-12-08    PFE
## 4897 -0.0451272985 2021-12-09    PFE
## 4907 -0.0372177203 2021-12-10    PFE
## 4917 -0.0645631972 2021-12-13    PFE
## 4927 -0.0607122185 2021-12-14    PFE
## 4937 -0.0219916818 2021-12-15    PFE
## 4947 -0.0364048016 2021-12-16    PFE
## 4957 -0.0189794271 2021-12-17    PFE
## 4967 -0.0337689806 2021-12-20    PFE
## 4977 -0.0630969084 2021-12-21    PFE
## 4987 -0.0619522766 2021-12-22    PFE
## 4997 -0.0663673445 2021-12-23    PFE
## 5007 -0.0601878824 2021-12-27    PFE
## 5017 -0.0600859655 2021-12-28    PFE
## 5027 -0.0597730049 2021-12-29    PFE
## 5037 -0.0615867958 2021-12-30    PFE
## 5047 -0.0628165673 2021-12-31    PFE
## 5057 -0.0730345102 2022-01-03    PFE
## 5067 -0.0694752779 2022-01-04    PFE
## 5077 -0.0827576988 2022-01-05    PFE
## 5087 -0.0824453992 2022-01-06    PFE
## 5097 -0.0854257317 2022-01-07    PFE
## 5107 -0.0861463264 2022-01-10    PFE
## 5117 -0.0817796723 2022-01-11    PFE
## 5127 -0.0855950854 2022-01-12    PFE
## 5137 -0.0695754016 2022-01-13    PFE
## 5147 -0.0689576811 2022-01-14    PFE
## 5157 -0.0539233317 2022-01-18    PFE
## 5167 -0.0506429800 2022-01-19    PFE
## 5177 -0.0536949954 2022-01-20    PFE
## 5187 -0.0433607180 2022-01-21    PFE
## 5197 -0.0537205403 2022-01-24    PFE
## 5207 -0.0625755796 2022-01-25    PFE
## 5217 -0.0639699116 2022-01-26    PFE
## 5227 -0.0653698439 2022-01-27    PFE
## 5237 -0.0478513175 2022-01-28    PFE
## 5247 -0.0699502686 2022-01-31    PFE
## 5257 -0.0685304235 2022-02-01    PFE
## 5267 -0.0638417321 2022-02-02    PFE
## 5277 -0.0533826507 2022-02-03    PFE
## 5287 -0.0556980106 2022-02-04    PFE
## 5297 -0.0571267349 2022-02-07    PFE
## 5307 -0.0656999513 2022-02-08    PFE
## 5317 -0.0700074061 2022-02-09    PFE
## 5327 -0.0595082620 2022-02-10    PFE
## 5337 -0.0602044113 2022-02-11    PFE
## 5347 -0.0576379305 2022-02-14    PFE
## 5357 -0.0582521714 2022-02-15    PFE
## 5367 -0.0581198757 2022-02-16    PFE
## 5377 -0.0429625332 2022-02-17    PFE
## 5387 -0.0445387219 2022-02-18    PFE
## 5397 -0.0479033791 2022-02-22    PFE
## 5407 -0.0373314598 2022-02-23    PFE
## 5417 -0.0481334815 2022-02-24    PFE
## 5427 -0.0211888995 2022-02-25    PFE
## 5437 -0.0199519972 2022-02-28    PFE
## 5447 -0.0053665677 2022-03-01    PFE
## 5457  0.0194435150 2022-03-02    PFE
## 5467  0.0213236754 2022-03-03    PFE
## 5477  0.0170957545 2022-03-04    PFE
## 5487  0.0315758960 2022-03-07    PFE
## 5497  0.0242527262 2022-03-08    PFE
## 5507  0.0434265296 2022-03-09    PFE
## 5517  0.0430066418 2022-03-10    PFE
## 5527  0.0345440387 2022-03-11    PFE
## 5537  0.0264336598 2022-03-14    PFE
## 5547  0.0236547160 2022-03-15    PFE
## 5557  0.0340202398 2022-03-16    PFE
## 5567  0.0402481482 2022-03-17    PFE
## 5577  0.0404796226 2022-03-18    PFE
## 5587  0.0399347618 2022-03-21    PFE
## 5597  0.0389709368 2022-03-22    PFE
## 5607  0.0377632082 2022-03-23    PFE
## 5617  0.0409842216 2022-03-24    PFE
## 5627  0.0419989063 2022-03-25    PFE
## 5637  0.0380147808 2022-03-28    PFE
## 5647  0.0355256698 2022-03-29    PFE
## 5657  0.0379796456 2022-03-30    PFE
## 5667  0.0435447753 2022-03-31    PFE
## 5677  0.0477990582 2022-04-01    PFE
## 1508 -0.0328654120 2020-08-06   MRNA
## 1518 -0.0335999544 2020-08-07   MRNA
## 1528 -0.0333719381 2020-08-10   MRNA
## 1538 -0.0320893458 2020-08-11   MRNA
## 1548 -0.0321540864 2020-08-12   MRNA
## 1558 -0.0321927202 2020-08-13   MRNA
## 1568 -0.0318887404 2020-08-14   MRNA
## 1578 -0.0331178877 2020-08-17   MRNA
## 1588 -0.0335664139 2020-08-18   MRNA
## 1598 -0.0336901562 2020-08-19   MRNA
## 1608 -0.0346948664 2020-08-20   MRNA
## 1618 -0.0346714101 2020-08-21   MRNA
## 1628 -0.0356675319 2020-08-24   MRNA
## 1638 -0.0355485580 2020-08-25   MRNA
## 1648 -0.0334586215 2020-08-26   MRNA
## 1658 -0.0344691419 2020-08-27   MRNA
## 1668 -0.0310651825 2020-08-28   MRNA
## 1678 -0.0297744388 2020-08-31   MRNA
## 1688 -0.0311707577 2020-09-01   MRNA
## 1698 -0.0305060406 2020-09-02   MRNA
## 1708 -0.0316691018 2020-09-03   MRNA
## 1718 -0.0299738561 2020-09-04   MRNA
## 1728 -0.0154823319 2020-09-08   MRNA
## 1738 -0.0108935533 2020-09-09   MRNA
## 1748 -0.0109841768 2020-09-10   MRNA
## 1758 -0.0082136338 2020-09-11   MRNA
## 1768 -0.0055986589 2020-09-14   MRNA
## 1778 -0.0042318628 2020-09-15   MRNA
## 1788 -0.0017539848 2020-09-16   MRNA
## 1798 -0.0011071418 2020-09-17   MRNA
## 1808 -0.0018453296 2020-09-18   MRNA
## 1818 -0.0012544105 2020-09-21   MRNA
## 1828 -0.0017432624 2020-09-22   MRNA
## 1838  0.0005914810 2020-09-23   MRNA
## 1848 -0.0008024309 2020-09-24   MRNA
## 1858  0.0037045743 2020-09-25   MRNA
## 1868  0.0321651268 2020-09-28   MRNA
## 1878  0.0366218237 2020-09-29   MRNA
## 1888  0.0163551780 2020-09-30   MRNA
## 1898  0.0155006257 2020-10-01   MRNA
## 1908 -0.0076394316 2020-10-02   MRNA
## 1918 -0.0138535331 2020-10-05   MRNA
## 1928 -0.0091787457 2020-10-06   MRNA
## 1938 -0.0065675129 2020-10-07   MRNA
## 1948 -0.0028198150 2020-10-08   MRNA
## 1958 -0.0767447628 2020-10-09   MRNA
## 1968 -0.0570899047 2020-10-12   MRNA
## 1978 -0.0478089282 2020-10-13   MRNA
## 1988 -0.0823555874 2020-10-14   MRNA
## 1998 -0.0618904531 2020-10-15   MRNA
## 2008  0.0952179096 2020-10-16   MRNA
## 2018  0.0837580549 2020-10-19   MRNA
## 2028  0.1269635744 2020-10-20   MRNA
## 2038  0.1318268736 2020-10-21   MRNA
## 2048  0.1324538667 2020-10-22   MRNA
## 2058  0.1196361762 2020-10-23   MRNA
## 2068  0.1547864139 2020-10-26   MRNA
## 2078  0.1522187783 2020-10-27   MRNA
## 2088  0.1673811152 2020-10-28   MRNA
## 2098  0.1946544961 2020-10-29   MRNA
## 2108  0.2003973051 2020-10-30   MRNA
## 2118  0.1969387356 2020-11-02   MRNA
## 2128  0.1997353399 2020-11-03   MRNA
## 2138  0.1852279318 2020-11-04   MRNA
## 2148  0.1944642289 2020-11-05   MRNA
## 2158  0.2141022396 2020-11-06   MRNA
## 2168  0.2175311757 2020-11-09   MRNA
## 2178  0.2199585476 2020-11-10   MRNA
## 2188  0.2257996572 2020-11-11   MRNA
## 2198  0.2219479933 2020-11-12   MRNA
## 2208  0.2145200059 2020-11-13   MRNA
## 2218  0.2376076606 2020-11-16   MRNA
## 2228  0.2387642612 2020-11-17   MRNA
## 2238  0.2195413871 2020-11-18   MRNA
## 2248  0.2415201803 2020-11-19   MRNA
## 2258  0.2257722297 2020-11-20   MRNA
## 2268  0.2218606848 2020-11-23   MRNA
## 2278  0.2166159173 2020-11-24   MRNA
## 2288  0.2055973541 2020-11-25   MRNA
## 2298  0.2099022462 2020-11-27   MRNA
## 2308  0.1918219778 2020-11-30   MRNA
## 2318  0.1937592000 2020-12-01   MRNA
## 2328  0.1926934047 2020-12-02   MRNA
## 2338  0.2026229615 2020-12-03   MRNA
## 2348  0.1989497167 2020-12-04   MRNA
## 2358  0.1998551970 2020-12-07   MRNA
## 2368  0.1988252518 2020-12-08   MRNA
## 2378  0.1995456765 2020-12-09   MRNA
## 2388  0.1883267591 2020-12-10   MRNA
## 2398  0.1925271784 2020-12-11   MRNA
## 2408  0.1799376249 2020-12-14   MRNA
## 2418  0.1815692839 2020-12-15   MRNA
## 2428  0.1822055181 2020-12-16   MRNA
## 2438  0.1830779540 2020-12-17   MRNA
## 2448  0.1407128417 2020-12-18   MRNA
## 2458  0.1297379564 2020-12-21   MRNA
## 2468  0.1293461139 2020-12-22   MRNA
## 2478  0.1212497006 2020-12-23   MRNA
## 2488  0.1193336742 2020-12-24   MRNA
## 2498  0.1358263994 2020-12-28   MRNA
## 2508  0.1528978656 2020-12-29   MRNA
## 2518  0.1556162797 2020-12-30   MRNA
## 2528  0.1492178880 2020-12-31   MRNA
## 2538  0.1359800853 2021-01-04   MRNA
## 2548  0.1376727369 2021-01-05   MRNA
## 2558  0.1408914910 2021-01-06   MRNA
## 2568  0.1385671685 2021-01-07   MRNA
## 2578  0.1519066316 2021-01-08   MRNA
## 2588  0.1475639577 2021-01-11   MRNA
## 2598  0.1449369799 2021-01-12   MRNA
## 2608  0.1469815655 2021-01-13   MRNA
## 2618  0.1577499619 2021-01-14   MRNA
## 2628  0.1552476291 2021-01-15   MRNA
## 2638  0.1467348881 2021-01-19   MRNA
## 2648  0.1555055514 2021-01-20   MRNA
## 2658  0.1529975700 2021-01-21   MRNA
## 2668  0.1542168963 2021-01-22   MRNA
## 2678  0.1564781240 2021-01-25   MRNA
## 2688  0.1574526074 2021-01-26   MRNA
## 2698  0.1492660972 2021-01-27   MRNA
## 2708  0.1622673211 2021-01-28   MRNA
## 2718  0.1468573257 2021-01-29   MRNA
## 2728  0.1233364903 2021-02-01   MRNA
## 2738  0.1224540105 2021-02-02   MRNA
## 2748  0.1181997654 2021-02-03   MRNA
## 2758  0.1244477811 2021-02-04   MRNA
## 2768  0.1274143720 2021-02-05   MRNA
## 2778  0.1307144402 2021-02-08   MRNA
## 2788  0.1362105941 2021-02-09   MRNA
## 2798  0.1364706866 2021-02-10   MRNA
## 2808  0.1411251961 2021-02-11   MRNA
## 2818  0.1464548445 2021-02-12   MRNA
## 2828  0.1687984794 2021-02-16   MRNA
## 2838  0.1642891868 2021-02-17   MRNA
## 2848  0.1621469006 2021-02-18   MRNA
## 2858  0.1619937895 2021-02-19   MRNA
## 2868  0.1723813435 2021-02-22   MRNA
## 2878  0.1898812889 2021-02-23   MRNA
## 2888  0.1837834512 2021-02-24   MRNA
## 2898  0.1717253502 2021-02-25   MRNA
## 2908  0.1533256548 2021-02-26   MRNA
## 2918  0.1516555052 2021-03-01   MRNA
## 2928  0.1541569225 2021-03-02   MRNA
## 2938  0.1734359002 2021-03-03   MRNA
## 2948  0.1762953896 2021-03-04   MRNA
## 2958  0.1722283703 2021-03-05   MRNA
## 2968  0.1815880738 2021-03-08   MRNA
## 2978  0.1860165383 2021-03-09   MRNA
## 2988  0.1850589866 2021-03-10   MRNA
## 2998  0.1949030800 2021-03-11   MRNA
## 3008  0.1972035333 2021-03-12   MRNA
## 3018  0.1994280219 2021-03-15   MRNA
## 3028  0.1961743569 2021-03-16   MRNA
## 3038  0.1895076913 2021-03-17   MRNA
## 3048  0.1972066083 2021-03-18   MRNA
## 3058  0.1961225970 2021-03-19   MRNA
## 3068  0.1967550304 2021-03-22   MRNA
## 3078  0.2023332456 2021-03-23   MRNA
## 3088  0.2061339375 2021-03-24   MRNA
## 3098  0.2072890349 2021-03-25   MRNA
## 3108  0.2052130771 2021-03-26   MRNA
## 3118  0.2062056344 2021-03-29   MRNA
## 3128  0.2115081842 2021-03-30   MRNA
## 3138  0.2116303100 2021-03-31   MRNA
## 3148  0.2069943867 2021-04-01   MRNA
## 3158  0.2026990820 2021-04-05   MRNA
## 3168  0.2030512935 2021-04-06   MRNA
## 3178  0.2017152648 2021-04-07   MRNA
## 3188  0.2048468330 2021-04-08   MRNA
## 3198  0.2061105518 2021-04-09   MRNA
## 3208  0.2130748460 2021-04-12   MRNA
## 3218  0.2098440579 2021-04-13   MRNA
## 3228  0.1593716149 2021-04-14   MRNA
## 3238  0.1504283411 2021-04-15   MRNA
## 3248  0.1543783753 2021-04-16   MRNA
## 3258  0.1592476152 2021-04-19   MRNA
## 3268  0.1547446190 2021-04-20   MRNA
## 3278  0.1591434437 2021-04-21   MRNA
## 3288  0.1626049861 2021-04-22   MRNA
## 3298  0.1632644329 2021-04-23   MRNA
## 3308  0.1680620347 2021-04-26   MRNA
## 3318  0.1656607233 2021-04-27   MRNA
## 3328  0.1686285952 2021-04-28   MRNA
## 3338  0.1605688266 2021-04-29   MRNA
## 3348  0.1596436704 2021-04-30   MRNA
## 3358  0.1505674591 2021-05-03   MRNA
## 3368  0.1569334133 2021-05-04   MRNA
## 3378  0.1563750021 2021-05-05   MRNA
## 3388  0.1546966196 2021-05-06   MRNA
## 3398  0.1562905729 2021-05-07   MRNA
## 3408  0.1581241112 2021-05-10   MRNA
## 3418  0.1509399791 2021-05-11   MRNA
## 3428  0.1595063049 2021-05-12   MRNA
## 3438  0.1537923634 2021-05-13   MRNA
## 3448  0.1644489536 2021-05-14   MRNA
## 3458  0.1656832100 2021-05-17   MRNA
## 3468  0.1626802780 2021-05-18   MRNA
## 3478  0.1672975548 2021-05-19   MRNA
## 3488  0.1696455820 2021-05-20   MRNA
## 3498  0.1697168118 2021-05-21   MRNA
## 3508  0.1703448251 2021-05-24   MRNA
## 3518  0.1600606444 2021-05-25   MRNA
## 3528  0.1602116326 2021-05-26   MRNA
## 3538  0.1583299528 2021-05-27   MRNA
## 3548  0.1567434429 2021-05-28   MRNA
## 3558  0.1572832307 2021-06-01   MRNA
## 3568  0.1565877380 2021-06-02   MRNA
## 3578  0.1556414579 2021-06-03   MRNA
## 3588  0.1261619604 2021-06-04   MRNA
## 3598  0.1138439561 2021-06-07   MRNA
## 3608  0.1029314698 2021-06-08   MRNA
## 3618  0.1048036858 2021-06-09   MRNA
## 3628  0.1003469535 2021-06-10   MRNA
## 3638  0.1013692724 2021-06-11   MRNA
## 3648  0.0974108190 2021-06-14   MRNA
## 3658  0.0992175787 2021-06-15   MRNA
## 3668  0.0920532377 2021-06-16   MRNA
## 3678  0.0905539881 2021-06-17   MRNA
## 3688  0.0878391857 2021-06-18   MRNA
## 3698  0.1058563688 2021-06-21   MRNA
## 3708  0.1072793064 2021-06-22   MRNA
## 3718  0.0957275725 2021-06-23   MRNA
## 3728  0.0931965849 2021-06-24   MRNA
## 3738  0.0830072363 2021-06-25   MRNA
## 3748  0.0816699283 2021-06-28   MRNA
## 3758  0.0871923225 2021-06-29   MRNA
## 3768  0.0852938218 2021-06-30   MRNA
## 3778  0.0934802666 2021-07-01   MRNA
## 3788  0.0981002303 2021-07-02   MRNA
## 3798  0.0985488162 2021-07-06   MRNA
## 3808  0.1204557559 2021-07-07   MRNA
## 3818  0.1286489748 2021-07-08   MRNA
## 3828  0.1272887264 2021-07-09   MRNA
## 3838  0.1330646258 2021-07-12   MRNA
## 3848  0.1400018064 2021-07-13   MRNA
## 3858  0.1424297743 2021-07-14   MRNA
## 3868  0.1367906260 2021-07-15   MRNA
## 3878  0.1069598603 2021-07-16   MRNA
## 3888  0.0771796785 2021-07-19   MRNA
## 3898  0.0703325821 2021-07-20   MRNA
## 3908  0.0734246188 2021-07-21   MRNA
## 3918  0.0863633838 2021-07-22   MRNA
## 3928  0.0983015395 2021-07-23   MRNA
## 3938  0.0938243052 2021-07-26   MRNA
## 3948  0.0940474190 2021-07-27   MRNA
## 3958  0.0906023009 2021-07-28   MRNA
## 3968  0.0851885581 2021-07-29   MRNA
## 3978  0.0833746073 2021-07-30   MRNA
## 3988  0.0879578891 2021-08-02   MRNA
## 3998  0.1166549874 2021-08-03   MRNA
## 4008  0.1090515425 2021-08-04   MRNA
## 4018  0.1079279766 2021-08-05   MRNA
## 4028  0.1157162823 2021-08-06   MRNA
## 4038  0.1246020659 2021-08-09   MRNA
## 4048  0.1277777241 2021-08-10   MRNA
## 4058  0.1176689526 2021-08-11   MRNA
## 4068  0.1234869828 2021-08-12   MRNA
## 4078  0.1258284320 2021-08-13   MRNA
## 4088  0.1287267030 2021-08-16   MRNA
## 4098  0.1195145638 2021-08-17   MRNA
## 4108  0.1220581896 2021-08-18   MRNA
## 4118  0.1243255622 2021-08-19   MRNA
## 4128  0.1248466677 2021-08-20   MRNA
## 4138  0.1379037430 2021-08-23   MRNA
## 4148  0.1396794043 2021-08-24   MRNA
## 4158  0.1408924727 2021-08-25   MRNA
## 4168  0.1393772581 2021-08-26   MRNA
## 4178  0.1287989067 2021-08-27   MRNA
## 4188  0.1277747237 2021-08-30   MRNA
## 4198  0.1416462047 2021-08-31   MRNA
## 4208  0.1388102024 2021-09-01   MRNA
## 4218  0.1734595736 2021-09-02   MRNA
## 4228  0.2051063124 2021-09-03   MRNA
## 4238  0.2027468428 2021-09-07   MRNA
## 4248  0.2045324392 2021-09-08   MRNA
## 4258  0.1896671807 2021-09-09   MRNA
## 4268  0.1916923574 2021-09-10   MRNA
## 4278  0.1833184643 2021-09-13   MRNA
## 4288  0.1800496591 2021-09-14   MRNA
## 4298  0.1806897199 2021-09-15   MRNA
## 4308  0.1800570257 2021-09-16   MRNA
## 4318  0.1849173732 2021-09-17   MRNA
## 4328  0.1880298411 2021-09-20   MRNA
## 4338  0.1871542939 2021-09-21   MRNA
## 4348  0.1841398993 2021-09-22   MRNA
## 4358  0.1891955683 2021-09-23   MRNA
## 4368  0.1750386529 2021-09-24   MRNA
## 4378  0.1796106498 2021-09-27   MRNA
## 4388  0.2106689933 2021-09-28   MRNA
## 4398  0.2270822065 2021-09-29   MRNA
## 4408  0.2273100239 2021-09-30   MRNA
## 4418  0.1970779323 2021-10-01   MRNA
## 4428  0.1974116114 2021-10-04   MRNA
## 4438  0.1733909502 2021-10-05   MRNA
## 4448  0.1674083598 2021-10-06   MRNA
## 4458  0.1751617192 2021-10-07   MRNA
## 4468  0.1687545442 2021-10-08   MRNA
## 4478  0.1576283892 2021-10-11   MRNA
## 4488  0.1584435501 2021-10-12   MRNA
## 4498  0.1473144086 2021-10-13   MRNA
## 4508  0.1535173555 2021-10-14   MRNA
## 4518  0.1449680913 2021-10-15   MRNA
## 4528  0.1512970947 2021-10-18   MRNA
## 4538  0.1531519005 2021-10-19   MRNA
## 4548  0.1401039657 2021-10-20   MRNA
## 4558  0.1409815042 2021-10-21   MRNA
## 4568  0.1418218016 2021-10-22   MRNA
## 4578  0.1348488636 2021-10-25   MRNA
## 4588  0.1294134251 2021-10-26   MRNA
## 4598  0.1312000164 2021-10-27   MRNA
## 4608  0.1374327409 2021-10-28   MRNA
## 4618  0.1354057823 2021-10-29   MRNA
## 4628  0.1310912801 2021-11-01   MRNA
## 4638  0.1291607685 2021-11-02   MRNA
## 4648  0.1268596577 2021-11-03   MRNA
## 4658  0.1139134050 2021-11-04   MRNA
## 4668  0.0991198596 2021-11-05   MRNA
## 4678  0.0992370631 2021-11-08   MRNA
## 4688  0.1012785650 2021-11-09   MRNA
## 4698  0.1014071912 2021-11-10   MRNA
## 4708  0.1012086121 2021-11-11   MRNA
## 4718  0.1007859672 2021-11-12   MRNA
## 4728  0.1075181344 2021-11-15   MRNA
## 4738  0.1086076569 2021-11-16   MRNA
## 4748  0.1033462741 2021-11-17   MRNA
## 4758  0.0987569172 2021-11-18   MRNA
## 4768  0.0915320704 2021-11-19   MRNA
## 4778  0.0738840300 2021-11-22   MRNA
## 4788  0.0715231489 2021-11-23   MRNA
## 4798  0.0656324558 2021-11-24   MRNA
## 4808 -0.0224562324 2021-11-26   MRNA
## 4818  0.0031845284 2021-11-29   MRNA
## 4828  0.0197849479 2021-11-30   MRNA
## 4838  0.0498608864 2021-12-01   MRNA
## 4848  0.0434559631 2021-12-02   MRNA
## 4858  0.0397926939 2021-12-03   MRNA
## 4868  0.0023183799 2021-12-06   MRNA
## 4878  0.0214767822 2021-12-07   MRNA
## 4888  0.0237652523 2021-12-08   MRNA
## 4898  0.0280155972 2021-12-09   MRNA
## 4908  0.0133306821 2021-12-10   MRNA
## 4918  0.0044978071 2021-12-13   MRNA
## 4928 -0.0143421286 2021-12-14   MRNA
## 4938 -0.0054136436 2021-12-15   MRNA
## 4948 -0.0207400058 2021-12-16   MRNA
## 4958 -0.0286342448 2021-12-17   MRNA
## 4968 -0.0159781927 2021-12-20   MRNA
## 4978 -0.0258890976 2021-12-21   MRNA
## 4988 -0.0434824571 2021-12-22   MRNA
## 4998 -0.0449940172 2021-12-23   MRNA
## 5008 -0.0500176686 2021-12-27   MRNA
## 5018 -0.0479017686 2021-12-28   MRNA
## 5028 -0.0482894877 2021-12-29   MRNA
## 5038 -0.0491511044 2021-12-30   MRNA
## 5048 -0.0495311638 2021-12-31   MRNA
## 5058 -0.0562196615 2022-01-03   MRNA
## 5068 -0.0563714307 2022-01-04   MRNA
## 5078 -0.0276933875 2022-01-05   MRNA
## 5088 -0.0348036617 2022-01-06   MRNA
## 5098 -0.0326515530 2022-01-07   MRNA
## 5108 -0.0355708967 2022-01-10   MRNA
## 5118 -0.0417129912 2022-01-11   MRNA
## 5128 -0.0413882542 2022-01-12   MRNA
## 5138 -0.0273268481 2022-01-13   MRNA
## 5148 -0.0264865328 2022-01-14   MRNA
## 5158 -0.0003436384 2022-01-18   MRNA
## 5168  0.0085567842 2022-01-19   MRNA
## 5178  0.0151601703 2022-01-20   MRNA
## 5188  0.0245669363 2022-01-21   MRNA
## 5198  0.0150222837 2022-01-24   MRNA
## 5208  0.0156692482 2022-01-25   MRNA
## 5218  0.0144957252 2022-01-26   MRNA
## 5228  0.0143835157 2022-01-27   MRNA
## 5238  0.0386764471 2022-01-28   MRNA
## 5248  0.0534638609 2022-01-31   MRNA
## 5258  0.0555352713 2022-02-01   MRNA
## 5268  0.0532418496 2022-02-02   MRNA
## 5278  0.0623426425 2022-02-03   MRNA
## 5288  0.0622976204 2022-02-04   MRNA
## 5298  0.0629777855 2022-02-07   MRNA
## 5308  0.0602636332 2022-02-08   MRNA
## 5318  0.0790920162 2022-02-09   MRNA
## 5328  0.0828556681 2022-02-10   MRNA
## 5338  0.0783331595 2022-02-11   MRNA
## 5348  0.0825771392 2022-02-14   MRNA
## 5358  0.0933522555 2022-02-15   MRNA
## 5368  0.0961632000 2022-02-16   MRNA
## 5378  0.1145347922 2022-02-17   MRNA
## 5388  0.1364688552 2022-02-18   MRNA
## 5398  0.1401317041 2022-02-22   MRNA
## 5408  0.1475807497 2022-02-23   MRNA
## 5418  0.1701619963 2022-02-24   MRNA
## 5428  0.1511993852 2022-02-25   MRNA
## 5438  0.1516823204 2022-02-28   MRNA
## 5448  0.1536140722 2022-03-01   MRNA
## 5458  0.1512355785 2022-03-02   MRNA
## 5468  0.1536208032 2022-03-03   MRNA
## 5478  0.1581989068 2022-03-04   MRNA
## 5488  0.1768067207 2022-03-07   MRNA
## 5498  0.1651574207 2022-03-08   MRNA
## 5508  0.1968606281 2022-03-09   MRNA
## 5518  0.1975743538 2022-03-10   MRNA
## 5528  0.1968792492 2022-03-11   MRNA
## 5538  0.1942951404 2022-03-14   MRNA
## 5548  0.1915102491 2022-03-15   MRNA
## 5558  0.2292804715 2022-03-16   MRNA
## 5568  0.2273033368 2022-03-17   MRNA
## 5578  0.2341656133 2022-03-18   MRNA
## 5588  0.2356800834 2022-03-21   MRNA
## 5598  0.2505225561 2022-03-22   MRNA
## 5608  0.2550140875 2022-03-23   MRNA
## 5618  0.2567722582 2022-03-24   MRNA
## 5628  0.2492764461 2022-03-25   MRNA
## 5638  0.2468572398 2022-03-28   MRNA
## 5648  0.2526865635 2022-03-29   MRNA
## 5658  0.2539335534 2022-03-30   MRNA
## 5668  0.2549113711 2022-03-31   MRNA
## 5678  0.2607346953 2022-04-01   MRNA
p = ggplot(corr_joined, aes(x=Date, y=corr, colour = symbol)) + geom_line() + labs(x = "Date", y = "rolling correlation (150D period)") + ggtitle("examining correlation of vaccine macufacturers compared to typical stocks") + theme_clean()

ggplotly(p)

9.2 log and slope correlation

  • Jasmie and Christin
glimpse(df_aus)
## Rows: 264
## Columns: 19
## $ Date               <chr> "Feb 22, 2021", "Feb 23, 2021", "Feb 24, 2021", "Fe~
## $ Price              <dbl> 6780.9, 6839.2, 6777.8, 6834.0, 6673.3, 6789.6, 676~
## $ Open               <chr> "6,793.80", "6,780.90", "6,839.20", "6,777.80", "6,~
## $ High               <chr> "6,824.80", "6,839.20", "6,839.20", "6,857.30", "6,~
## $ Low                <chr> "6,774.30", "6,765.30", "6,762.60", "6,777.80", "6,~
## $ Vol.               <chr> "653.24M", "806.33M", "677.31M", "806.72M", "1.03B"~
## $ Change             <chr> "-0.19%", "0.86%", "-0.90%", "0.83%", "-2.35%", "1.~
## $ date               <date> 2021-02-22, 2021-02-23, 2021-02-24, 2021-02-25, 20~
## $ new_cases          <dbl> 7, 2, 8, 10, 8, 8, 10, 11, 14, 8, 15, 13, 16, 12, 1~
## $ new_deaths         <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
## $ location           <chr> "Australia", "Australia", "Australia", "Australia",~
## $ new_vaccinations   <dbl> 2769, 4125, 9715, 6881, 6490, 7277, 9163, 9939, 108~
## $ new_tests          <dbl> 36501, 43521, 56776, 49940, 47899, 24226, 39974, 52~
## $ population         <dbl> 25788217, 25788217, 25788217, 25788217, 25788217, 2~
## $ population_density <dbl> 3.202, 3.202, 3.202, 3.202, 3.202, 3.202, 3.202, 3.~
## $ total_tests        <dbl> 14090307, 14133828, 14190604, 14240544, 14288443, 1~
## $ total_vaccinations <dbl> 2789, 6914, 16629, 23510, 30000, 41907, 51070, 6100~
## $ total_cases        <dbl> 28937, 28939, 28947, 28957, 28965, 28986, 28996, 29~
## $ Price_mul30        <dbl> 203427, 205176, 203334, 205020, 200199, 203688, 202~
df_aus$LpriceP = log(df_aus$Price/log(df_aus$Price))
df_aus$Lnew_vaccinationsP = log(df_aus$new_vaccinations/log(df_aus$new_vaccinations))
df_aus$Lnew_testsP = log(df_aus$new_tests/log(df_aus$new_tests))
df_aus = drop_na(df_aus, LpriceP, Lnew_vaccinationsP, Lnew_testsP)

#M2 = lm(Price ~ polym(new_tests, new_vaccinations, degree=2, raw=TRUE), data=df_aus)
#summary(M2)

ggplot(data = df_aus) + geom_point(aes(x = Lnew_testsP, y = LpriceP), color = "light blue") +
  geom_point(aes(x = Lnew_vaccinationsP, y = LpriceP), color = "light green") +
  ggtitle("Prices of stocks against new tests and new_vaccinations") + ylab("Price") +theme_classic()

M = lm(LpriceP ~ Lnew_testsP+Lnew_vaccinationsP, data=df_aus)
summary(M)